INDENG 290

Assignment 3

Author: Gopal Kumar

import pandas as pd
import numpy as np
import yfinance as yf
import matplotlib.pyplot as plt
import statsmodels.api as sm
from statsmodels.tsa.ar_model import AutoReg
pd.options.mode.chained_assignment = None  # default='warn'

# holidays on which NASDAQ is open
banking_holidays = [
    '2019-10-14', # Columbus Day
    '2019-11-11', # Veterans Day
    '2019-11-29', # Friday after Thanksgiving
    '2019-12-31', # Dec 31
    '2020-10-12', # Columbus Day
    '2020-11-11', # Veterans Day
    '2020-11-27', # Friday after Thanksgiving
    '2020-12-31', # Dec 31
]

Problem statement. The goal of this homework is to familiarize students with their choice of either time series prediction methods or generative adversarial networks via performing mini research projects. To get full credit, you need to submit solution to either Problem A (time series prediction methods) or Problem B (generative adversarial networks) described below - not both! Both Problems A and B assume some independent reading and literature research - lecture notes as well as papers provided in the syllabus will be helpful; Problem B assumes independent study of Pytorch or Tensorflow packages for training neural networks (it is only required for extra credit in Problem A). Below are the instructions how to install Pytorch locally and some Pytorch tutorials; similarly, instructions how to install Tensorflow locally and some Tensorflow tutorials.

Problem A. Financial time series prediction (100 points)

• Get daily stock data for AMZN, GOOG, AAL, NCLH from Yahoo Finance for 2016, 2017, 2018, 2019, 2020. You can find examples of using yfinance library here here

tickers_list = ['AMZN', 'GOOG', 'AAL', 'NCLH']
tickers_df = {}
for ticker in tickers_list:
    tickers_df[ticker] = yf.download(tickers=[ticker], start="2016-01-01",end="2020-12-31", interval="1d")

[*********************100%***********************]  1 of 1 completed
[*********************100%***********************]  1 of 1 completed
[*********************100%***********************]  1 of 1 completed
[*********************100%***********************]  1 of 1 completed

tickers_df['AMZN'].tail()

	Open	High	Low	Close	Adj Close	Volume
Date
2020-12-23	160.250000	160.506500	159.208496	159.263504	159.263504	41876000
2020-12-24	159.695007	160.100006	158.449997	158.634506	158.634506	29038000
2020-12-28	159.699997	165.199997	158.634506	164.197998	164.197998	113736000
2020-12-29	165.496994	167.532501	164.061005	166.100006	166.100006	97458000
2020-12-30	167.050003	167.104996	164.123505	164.292496	164.292496	64186000

Predict daily stock volumes.

1. (10 pts) Plot time series for stock volumes and close prices for the above time periods. List observations of the data patterns - what kind of properties should a model have in order to be able to predict stock volumes and close prices well? Comment on the distributional shift observations in 2020 - how would you enhance your models for 2020 to improve performance?

fig, ax = plt.subplots(figsize=(13, 5))
for ticker in tickers_list:
    tickers_df[ticker]['Volume'].plot(label=ticker)
plt.legend(loc='best')
plt.title("Stock Volumes over time")

plt.xlabel("Date")
plt.ylabel("Stock Volumes")
plt.show()

for ticker in tickers_list:
    tx = tickers_df[ticker][['Volume']]
    idx = pd.date_range('2016-01-01', '2020-12-31', freq='D')
    tx = tx.reindex(idx, method='ffill').fillna(method='bfill')
    tx['dayofyear'] = tx.index.dayofyear
    tx['year'] = tx.index.year
    tx = tx.reset_index()
    tx = tx.pivot_table(index='dayofyear',columns='year',values='Volume')
    tx.plot(figsize=(13, 5))
    plt.legend(loc='best')
    plt.title(ticker+": Stock Volumes by year")
    plt.xlabel("Day of year")
    plt.ylabel("Stock Volumes")

fig, ax = plt.subplots(figsize=(13, 5))
for ticker in tickers_list:
    tickers_df[ticker]['Adj Close'].plot(label=ticker)
plt.legend(loc='best')
plt.title("Closing price over time")
plt.xlabel("Date")
plt.ylabel("Closing price")
plt.show()

for ticker in tickers_list:
    tx = tickers_df[ticker][['Adj Close']]
    idx = pd.date_range('2016-01-01', '2020-12-31', freq='D')
    tx = tx.reindex(idx, method='ffill').fillna(method='bfill')
    tx['dayofyear'] = tx.index.dayofyear
    tx['year'] = tx.index.year
    tx = tx.reset_index()
    tx = tx.pivot_table(index='dayofyear',columns='year',values='Adj Close')
    tx.plot(figsize=(13, 5))
    plt.legend(loc='best')
    plt.title(ticker+": Closing price by year")
    plt.xlabel("Day of year")
    plt.ylabel("Stock Volumes")

Observations of data patterns:

• If we see the stock traded volumes, AAL and NCLH have seen unprecedented rise in 2020 as compared to previous years. AMZN and GOOG have followed the trends from the past years.
• If we see the closing price over time, we can clearly observe that the closing prices for stocks like GOOG, AAL, NCLH saw a dip during the pandemic. AMZN was the only stick which rose after a brief periof of softening. AMZN & GOOG closing price in 2020 was greater than its closing price in previous years whereas NCLH & AAL closing price in 2020 were lower than their closing prices in previous years.

What kind of properties should a model have in order to be able to predict stock prices: In order to make accurate predictions about stock prices, a model would need to have several key properties. These include a robust and well-tested statistical or machine learning algorithm, a large and diverse training dataset, the ability to be regularly updated with the latest data, and the ability to account for a wide range of potential factors that could impact stock prices. Additionally, the model would need to be able to accurately capture the complex patterns and relationships that exist in financial data, and it would need to be able to generalize well to unseen data in order to make reliable predictions. It would also be important for the model to be transparent and interpretable, so that it can be understood and trusted by users.

What kind of properties should a model have in order to be able to predict stock volumes: The properties that a model would need in order to make accurate predictions about stock volumes would be similar to those that would be required for making predictions about stock prices. A robust and well-tested statistical or machine learning algorithm would be essential for capturing the complex patterns and relationships that exist in financial data. The model would also need to be trained on a large and diverse dataset in order to be able to generalize well to unseen data, and it would need to be regularly updated with the latest data in order to remain accurate. Additionally, the model would need to be able to account for a wide range of potential factors that could impact stock volumes, such as market conditions, economic indicators, and news events. It would also be important for the model to be transparent and interpretable, so that it can be understood and trusted by users.

Distributional shift in 2020: In general, the pandemic (Mar 2020) has had a significant impact on stock markets around the world, with many companies experiencing significant declines in their stock prices. This has been due in part to the widespread economic disruption caused by the pandemic, as well as the uncertainty and market volatility that it has created. Some industries, such as travel and hospitality, have been particularly hard hit, while others, such as technology and e-commerce, have seen their stock prices rise due to the increased demand for their products and services. Overall, the pandemic has had a profound impact on stock markets and has resulted in significant shifts in the distribution of stock prices.

How would your enhance your models for 2020 in order to improve performance: One way to enhance a model for accounting for abnormalities like a pandemic in order to improve its performance would be to incorporate more data and information about the pandemic into the training dataset. This could include data on the specific economic and market impacts of the pandemic, as well as information about the ways in which individual companies and industries have been affected. By incorporating this information into the training dataset, the model would be able to better account for the effects of the pandemic and make more accurate predictions. Additionally, the model could be trained using advanced machine learning techniques, such as deep learning, which can automatically learn complex patterns and relationships from large amounts of data. This could further improve the model's ability to account for abnormalities like a pandemic.

2. (30 pts) Using $N$-day sliding window, use $N$-day average and $N$-day median methods to predict daily stock volumes for $N+1$ st day in 2019 and 2020 for $N=10,30,60$, namely:

$ \begin{array}{lr} y_{N+1}= & \frac{y_1+y_2+\ldots+y_N}{N} \\ y_{N+1}= & \text { median }\left(y_1, y_2, \ldots, y_N\right) \end{array} $

Analyze prediction error compared to realized volumes on the same days: compute average mean square error by month. Also, calculate mean square error for banking holidays vs ordinary business days. Do you observe any patterns which $N$ works best? Can you comment why? Do you see any difference across different stocks? Elaborate on your findings. You'll likely notice that mean square error will be smaller for ordinary business days than for banking holidays. You'll also likely notice increase in mean square error during the distributional shift due to the Covid shock in 2020.

N-day average model

squared_error = {}
squared_error[2019] = []
squared_error[2020] = []
for ticker in tickers_list:
    for window_size in [10,30,60]:
        for year in [2019, 2020]:
            df_ = tickers_df[ticker][['Volume']]
            df_.columns = ['Actual Volume']
            df_.loc[:,'year'] = df_.index.year
            df_ = df_[df_.year == year]
            df_ = df_[['Actual Volume']]
            df_ = df_.rolling(window = window_size).mean()
            df_['Predicted Volume'] = df_['Actual Volume'].shift(1)
            df_.plot(figsize=(6, 3))
            plt.legend(loc='best')
            plt.title(ticker+": Volume forecast using "+str(window_size)+"-day rolling mean ("+str(year)+")", fontsize=10)
            plt.xlabel("Date")
            plt.ylabel("Volume")
            df_['Error'] = df_['Actual Volume'] - df_['Predicted Volume']
            df_[ticker+"_"+str(window_size)+"_"+str(year)]= np.square(df_['Error'])
            squared_error[year].append(df_[ticker+"_"+str(window_size)+"_"+str(year)])

C:\Users\dell\anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:386: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).
  fig = self.plt.figure(figsize=self.figsize)

for year in [2019,2020]:
    tx = pd.concat(squared_error[year],axis=1)
    for ticker in tickers_list:
        colnames= [col for col in tx.columns if ticker in col]
        tx_ = tx[colnames].copy()
        tx_.columns = ['10-day window','30-day window','60-day window']
        ty = tx_.copy()
        tx_ = tx_.groupby(pd.Grouper(freq='M')).mean()
        tx_ = tx_.rename(index=lambda x: x.strftime('%B'))
        tx_.plot(kind='bar',title=ticker+": Mean-squared error by month in "+str(year), figsize=(6,3))
        tx_.plot(title=ticker+": Mean-squared error by month in "+str(year), figsize=(6,3))
        
        holidays_list_ = pd.to_datetime(banking_holidays)
        ty_holidays = ty.loc[ty.index.isin(holidays_list_)]
        ty_working = ty[~ty.index.isin(holidays_list_)]
        holidays = ty_holidays.mean(axis=0).to_frame()
        holidays.columns = ['Holidays']
        working = ty_working.mean(axis=0).to_frame()
        working.columns = ['Business Days']
        pd.concat([holidays,working],axis=1).T.plot(kind='barh',title=ticker+": Mean-squared error by business-days & holidays in "+str(year), figsize=(6,3))

C:\Users\dell\anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:386: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).
  fig = self.plt.figure(figsize=self.figsize)

Do you observe any patterns which N works best?
Clearly, 60-day window works best. It has lowest mean squared error across different groups.

Can you comment why?
Mean squared error (MSE) is a common measure of the error or difference between the predicted values of a model and the true values. MSE is calculated by taking the average of the squares of the differences between the predicted and true values. When there are more samples in the dataset, the MSE will tend to decrease because there will be more data points for the model to use in making predictions, which will generally improve the accuracy of the predictions. Additionally, the increased number of samples will provide the model with more information about the underlying patterns and relationships in the data, which can help the model to make more accurate predictions. This can lead to a decrease in the MSE, as the model will be better able to capture the true values of the data.

Do you see any difference across different stocks? Elaborate on your findings. You'll likely notice that mean square error will be smaller for ordinary business days than for banking holidays. You'll also likely notice increase in mean square error during the distributional shift due to the Covid shock in 2020.
If we observe mean-squared error for AMZN and GOOG, we will find that they have higher values as compared to NCLH and AAL in the same year. 30-days & 60-days window MSE were more or less similar across the year. For 10-day window MSE, for AMZN, MSE trended up in the first quarters in 2019 & 2020. GOOG had MSE trending up in the mid of the year in 2019 but at the beginning & end of year in 2020. NCLH & AAL had huge MSE in mid 2020 for 10-day window forecasts mainly due to the during the distributional shift due to the Covid shock in 2020. Although, it cant be conclusively said that MSE is smaller for ordinary business days than for banking holidays.

N-day median model

squared_error = {}
squared_error[2019] = []
squared_error[2020] = []
for ticker in tickers_list:
    for window_size in [10,30,60]:
        for year in [2019, 2020]:
            df_ = tickers_df[ticker][['Volume']]
            df_.columns = ['Actual Volume']
            df_.loc[:,'year'] = df_.index.year
            df_ = df_[df_.year == year]
            df_ = df_[['Actual Volume']]
            df_ = df_.rolling(window = window_size).median()
            df_['Predicted Volume'] = df_['Actual Volume'].shift(1)
            df_.plot(figsize=(6, 3))
            plt.legend(loc='best')
            plt.title(ticker+": Volume forecast using "+str(window_size)+"-day rolling median", fontsize=10)
            plt.xlabel("Date")
            plt.ylabel("Volume")
            df_['Error'] = df_['Actual Volume'] - df_['Predicted Volume']
            df_[ticker+"_"+str(window_size)+"_"+str(year)]= np.square(df_['Error'])
            squared_error[year].append(df_[ticker+"_"+str(window_size)+"_"+str(year)])
            

C:\Users\dell\anaconda3\lib\site-packages\pandas\plotting\_matplotlib\core.py:386: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).
  fig = self.plt.figure(figsize=self.figsize)

for year in [2019,2020]:
    tx = pd.concat(squared_error[year],axis=1)
    for ticker in tickers_list:
        colnames= [col for col in tx.columns if ticker in col]
        tx_ = tx[colnames].copy()
        tx_.columns = ['10-day window','30-day window','60-day window']
        ty = tx_.copy()
        tx_ = tx_.groupby(pd.Grouper(freq='M')).mean()
        tx_ = tx_.rename(index=lambda x: x.strftime('%B'))
        tx_.plot(kind='bar',title=ticker+": Mean-squared error by month in "+str(year), figsize=(6,3))
        
        holidays_list_ = pd.to_datetime(banking_holidays)
        ty_holidays = ty.loc[ty.index.isin(holidays_list_)]
        ty_working = ty[~ty.index.isin(holidays_list_)]
        holidays = ty_holidays.mean(axis=0).to_frame()
        holidays.columns = ['Holidays']
        working = ty_working.mean(axis=0).to_frame()
        working.columns = ['Business Days']
        pd.concat([holidays,working],axis=1).T.plot(kind='barh',title=ticker+": Mean-squared error by business-days & holidays in "+str(year), figsize=(6,3))

3. ( $30 \mathrm{pts}$ ) Daily volumes are often forecast using linear autoregressive models. Using $N$-day sliding window, find coefficients $A, B, C$ in linear autoregressive models of lag 1 and lag 2 below to predict daily stock volumes for $N+1$ st day in 2019 and 2020 for $N=10,30,60$. Specifically:

$ \begin{array}{lr} y_{N+1}= & A y_N+B+\epsilon_{N+1} \\ y_{N+1}= & A y_N+B y_{N-1}+C+\epsilon_{N+1} \end{array} $

Do you think models of higher lag would be necessary? Why? Do you observe any patterns which $N$ works best? Do you see any difference across different stocks? Repeat mean square error analysis above and comment on your findings with regard to ordinary business days vs. holidays as well as the distributional shift in 2020.

AR(1) model

squared_error = {}
squared_error['2019 MSE'] = []
squared_error['2020 MSE'] = []
coeff_ = {}
coeff_['2019 Coeff'] = []
coeff_['2020 Coeff'] = []
for ticker in tickers_list:
    tx= tickers_df[ticker][['Volume']]
    tx.columns = ['Actual Volume']
    for year in [2019, 2020]:
        tx_ = tx.copy()
        tx_.loc[:,'year'] = tx_.index.year
        tx_ = tx_[tx_.year == year]
        tx_ = tx_[['Actual Volume',]]
        sm.graphics.tsa.plot_acf(tx_.values.squeeze(), lags=50, title=ticker+'- ACF -'+str(year))
        for window_size in [10,30,60]:
            df_ = tx_.copy()
            df_['Error'] = np.nan
            df_['Coeff'] = np.nan
            df_['Coeff'] = df_['Coeff'].astype('object')
            df_['Forecasted Volume'] = np.nan
            for index, row in df_[window_size:].iterrows():
                X = df_[:index][-(window_size+1):-1]['Actual Volume'].values
                model = AutoReg(X, lags=1)
                model_fit = model.fit()
                coeff = model_fit.params
                coeff = [round(i, 1) for i in coeff.tolist()]
                df_.at[index,'Coeff']= coeff
                pred = model_fit.predict(start=len(X),end=len(X),dynamic=False)
                df_.loc[index,'Forecasted Volume'] = pred[0]
                df_.loc[index,'Error'] = df_.loc[index,'Actual Volume']-pred[0]
            df_[['Actual Volume','Forecasted Volume']].plot(figsize=(6, 3))
            plt.legend(loc='best')
            plt.title(ticker+": Volume forecast using "+str(window_size)+"-day rolling AR(1) model", fontsize=10)
            plt.xlabel("Date")
            plt.ylabel("Volume")
            df_[ticker+"_"+str(window_size)+"_"+str(year)+"_MSE"]= np.square(df_['Error'])
            df_[ticker+"_"+str(window_size)+"_"+str(year)+"_Coeff"]= df_['Coeff']
            squared_error[str(year)+" MSE"].append(df_[ticker+"_"+str(window_size)+"_"+str(year)+"_MSE"])
            coeff_[str(year)+" Coeff"].append(df_[ticker+"_"+str(window_size)+"_"+str(year)+"_Coeff"])

C:\Users\dell\anaconda3\lib\site-packages\statsmodels\graphics\utils.py:55: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).
  fig = plt.figure()

for year in [2019,2020]:
    tx = pd.concat(coeff_[str(year)+" Coeff"],axis=1)
    for N in [10,30,60]:
        colnames= [col for col in tx.columns if str(N) in col]
        tx_ = tx[colnames].copy().dropna()
        print("**************************************************************************************************")
        print("Printing values of coeff: A and B in AR(1) "+str(N)+"-day rolling model")
        print("**************************************************************************************************")
        print(tx_.to_string())

**************************************************************************************************
Printing values of coeff: A and B in AR(1) 10-day rolling model
**************************************************************************************************
             AMZN_10_2019_Coeff  GOOG_10_2019_Coeff   AAL_10_2019_Coeff NCLH_10_2019_Coeff
Date                                                                                      
2019-01-16    [75216184.4, 0.4]   [15325133.4, 0.5]  [12590524.8, -0.3]   [1241293.8, 0.3]
2019-01-17    [72539565.5, 0.5]   [12501504.8, 0.6]  [10426444.6, -0.2]   [1265917.4, 0.3]
2019-01-18    [53971824.2, 0.5]   [14286432.6, 0.5]  [10745966.7, -0.3]  [1795164.2, -0.0]
2019-01-22    [82785118.8, 0.3]  [30060032.0, -0.0]   [9887696.1, -0.2]   [1623110.8, 0.1]
2019-01-23  [116931303.9, -0.0]  [34040579.1, -0.2]  [11435483.0, -0.3]   [1362947.4, 0.2]
2019-01-24  [155820487.0, -0.4]  [34541799.5, -0.2]  [11029508.9, -0.1]   [1431322.2, 0.2]
2019-01-25  [143458869.2, -0.3]  [31366973.5, -0.1]    [7571633.6, 0.2]    [867663.1, 0.4]
2019-01-28  [111713733.9, -0.0]  [30278044.6, -0.1]    [3204487.7, 0.8]    [777877.2, 0.5]
2019-01-29    [96303975.2, 0.1]  [28291175.9, -0.0]    [4241334.7, 0.7]   [1732118.2, 0.0]
2019-01-30    [94636863.3, 0.1]   [25249723.5, 0.0]    [5464503.9, 0.5]   [1109783.4, 0.5]
2019-01-31  [114619338.1, -0.1]   [24921885.8, 0.1]    [4695907.6, 0.6]     [-6181.5, 1.2]
2019-02-01    [34329815.5, 0.8]   [25828830.2, 0.0]    [5321442.1, 0.6]   [1343861.7, 0.5]
2019-02-04    [12027694.7, 1.0]   [21816444.8, 0.2]    [5664098.1, 0.5]   [1348418.7, 0.5]
2019-02-05    [73377669.8, 0.4]   [20181616.4, 0.3]    [1730793.5, 0.8]   [1396660.3, 0.5]
2019-02-06    [69392660.4, 0.4]   [-7883216.4, 1.5]    [1024718.6, 0.8]   [1464172.1, 0.5]
2019-02-07    [67999452.9, 0.5]   [15404128.9, 0.6]    [1525775.8, 0.7]   [1715205.4, 0.4]
2019-02-08    [66280240.3, 0.5]   [17623030.2, 0.6]    [2682522.8, 0.6]   [1902916.0, 0.3]
2019-02-11    [70751851.9, 0.4]   [18443902.4, 0.5]    [4766093.1, 0.3]   [1159086.2, 0.5]
2019-02-12    [66690838.1, 0.4]   [18782172.7, 0.5]    [3654181.9, 0.4]    [837048.6, 0.6]
2019-02-13    [65173088.3, 0.5]   [21214657.7, 0.4]    [4770013.5, 0.3]    [768448.0, 0.5]
2019-02-14    [44134148.3, 0.5]   [18684826.7, 0.5]    [5192152.4, 0.2]    [965193.5, 0.4]
2019-02-15    [83336618.6, 0.0]   [15938405.9, 0.5]    [4688839.3, 0.2]    [561382.6, 0.6]
2019-02-19  [123579421.1, -0.4]   [12922140.3, 0.6]   [9827214.6, -0.6]   [1348892.2, 0.1]
2019-02-20  [126502916.2, -0.5]   [16199896.2, 0.3]   [7640550.3, -0.2]   [1144514.5, 0.3]
2019-02-21  [110172391.1, -0.3]   [18297426.7, 0.3]   [7777664.4, -0.2]    [934480.1, 0.4]
2019-02-22   [92315207.6, -0.1]  [30347027.9, -0.3]   [7907527.8, -0.2]    [180269.8, 1.0]
2019-02-25   [92773123.6, -0.2]  [35057016.1, -0.5]   [8003621.9, -0.2]    [408170.0, 0.9]
2019-02-26    [71891186.6, 0.0]  [38124673.6, -0.6]   [9966455.2, -0.4]    [680620.0, 0.8]
2019-02-27    [37996001.2, 0.4]  [31926422.1, -0.3]   [9260537.8, -0.3]    [763206.5, 0.8]
2019-02-28    [23588628.7, 0.6]  [33315612.9, -0.4]   [9411824.2, -0.3]    [945284.7, 0.7]
2019-03-01    [22003566.1, 0.6]  [40998653.4, -0.6]  [10578271.2, -0.4]   [1515611.2, 0.5]
2019-03-04    [63211596.6, 0.1]  [34978408.6, -0.4]   [8567440.2, -0.2]   [1697210.6, 0.4]
2019-03-05    [-9689126.1, 1.2]  [31457135.1, -0.2]   [8370253.9, -0.1]   [1432422.6, 0.5]
2019-03-06    [44158118.3, 0.4]  [36137641.4, -0.3]   [8574146.4, -0.2]   [1781198.6, 0.4]
2019-03-07    [45303095.0, 0.4]  [37687174.5, -0.4]   [8857352.5, -0.2]   [1010885.7, 0.6]
2019-03-08    [48433439.1, 0.4]  [31953801.2, -0.2]  [10130689.7, -0.3]   [1270458.5, 0.5]
2019-03-11    [51929656.1, 0.4]  [28875126.8, -0.1]    [6708856.8, 0.1]   [1531873.7, 0.4]
2019-03-12    [64511154.7, 0.3]  [33889399.8, -0.3]  [10109352.5, -0.4]   [1609229.1, 0.3]
2019-03-13    [75157714.6, 0.1]   [16498814.3, 0.5]    [4601255.7, 0.4]   [1639038.6, 0.2]
2019-03-14    [86557014.3, 0.0]   [17836560.3, 0.4]    [1833300.8, 0.8]   [1972530.6, 0.0]
2019-03-15    [53104141.9, 0.3]   [17113517.2, 0.4]    [5147675.5, 0.3]    [976694.1, 0.5]
2019-03-18  [127338084.9, -0.5]  [30583764.4, -0.0]    [6246752.0, 0.3]   [1415552.8, 0.3]
2019-03-19    [83537473.1, 0.1]  [34223910.6, -0.1]    [7013227.7, 0.1]   [1279015.3, 0.3]
2019-03-20    [81114872.5, 0.2]  [35518872.1, -0.1]    [6992476.0, 0.2]   [1528670.1, 0.2]
2019-03-21    [71793303.3, 0.3]  [42554402.3, -0.3]    [6631978.9, 0.2]  [2353284.1, -0.3]
2019-03-22    [70453680.3, 0.3]  [51746572.2, -0.5]    [6080140.5, 0.2]  [2714292.8, -0.5]
2019-03-25    [73407603.5, 0.3]  [51606013.1, -0.5]    [5350912.2, 0.3]  [3213454.0, -0.7]
2019-03-26    [88677249.8, 0.2]  [50914488.2, -0.6]    [5162951.0, 0.3]  [2655477.2, -0.4]
2019-03-27   [108936350.7, 0.0]  [51848920.5, -0.6]    [6300971.7, 0.0]  [2912466.0, -0.4]
2019-03-28  [149657066.5, -0.3]  [56184387.9, -0.7]    [5881299.1, 0.1]  [2880735.0, -0.3]
2019-03-29    [29579923.8, 0.7]  [41902938.8, -0.3]    [5451113.1, 0.1]  [2906444.9, -0.3]
2019-04-01     [2511350.9, 0.9]  [34035567.5, -0.1]    [5983856.0, 0.0]  [3006014.8, -0.3]
2019-04-02    [19273776.9, 0.8]  [31645546.8, -0.1]    [5561419.5, 0.1]  [3830558.7, -0.7]
2019-04-03    [18915360.9, 0.7]   [25080469.0, 0.1]    [2372804.4, 0.7]  [3030988.1, -0.4]
2019-04-04    [26457907.8, 0.7]   [16125973.7, 0.4]    [2259396.3, 0.7]   [1972475.5, 0.1]
2019-04-05    [40078752.8, 0.5]   [11354770.9, 0.5]    [3682906.3, 0.5]   [1043965.6, 0.4]
2019-04-08    [46936608.7, 0.4]   [10699765.3, 0.5]    [3270167.5, 0.5]    [902073.8, 0.5]
2019-04-09    [69565768.8, 0.1]   [13251276.2, 0.3]    [4173199.0, 0.4]    [947116.6, 0.4]
2019-04-10  [103322809.7, -0.4]   [17661128.5, 0.1]    [4480389.5, 0.4]   [1043479.7, 0.3]
2019-04-11   [89092561.3, -0.2]   [12105751.0, 0.4]    [4717684.0, 0.4]    [965174.4, 0.4]
2019-04-12    [54015102.4, 0.2]    [8343866.7, 0.5]    [4797113.4, 0.4]   [1183424.2, 0.2]
2019-04-15    [37958004.7, 0.4]   [16926831.7, 0.0]    [4262897.2, 0.4]    [856641.8, 0.5]
2019-04-16    [36242949.2, 0.5]    [9320341.0, 0.5]    [4263435.2, 0.4]    [432674.8, 0.8]
2019-04-17    [40590873.8, 0.4]   [13949812.4, 0.2]    [6013485.7, 0.0]   [1130235.5, 0.4]
2019-04-18    [37332213.0, 0.4]   [16464567.4, 0.1]    [3626463.8, 0.4]   [1752015.1, 0.1]
2019-04-22    [34194170.7, 0.4]    [9096010.2, 0.6]    [2222404.9, 0.6]   [1510880.5, 0.3]
2019-04-23    [49897566.0, 0.2]   [15527539.7, 0.2]    [1783784.1, 0.6]  [2229041.7, -0.1]
2019-04-24    [48901967.0, 0.3]   [19584989.4, 0.0]    [1480057.2, 0.6]   [1900161.8, 0.0]
2019-04-25    [44065701.7, 0.3]  [21722992.0, -0.0]    [1913902.4, 0.5]  [2011432.5, -0.0]
2019-04-26    [35433437.6, 0.6]  [28080007.0, -0.3]    [3700308.2, 0.2]   [1896634.8, 0.0]
2019-04-29   [-16400418.3, 1.4]  [35682983.4, -0.6]     [349526.5, 1.0]   [1701911.6, 0.1]
2019-04-30    [53547746.7, 0.4]  [25849641.1, -0.0]    [2842129.9, 0.4]   [1600916.6, 0.1]
2019-05-01    [55635210.1, 0.4]  [-39570805.0, 3.0]    [2740935.6, 0.5]   [1713276.8, 0.1]
2019-05-02    [57434607.8, 0.3]   [26193153.5, 0.4]    [2935883.4, 0.4]   [1146531.3, 0.4]
2019-05-03    [65729846.7, 0.3]   [27378523.3, 0.4]    [3428435.9, 0.4]   [1528640.1, 0.2]
2019-05-06    [80836070.8, 0.2]   [30930772.1, 0.3]    [3775445.8, 0.3]   [1348324.3, 0.4]
2019-05-07    [80184995.1, 0.2]   [31787587.8, 0.3]    [4292702.5, 0.2]   [1433249.1, 0.3]
2019-05-08    [84817635.5, 0.2]   [34019861.0, 0.3]    [5876463.2, 0.0]   [1479434.0, 0.3]
2019-05-09    [75640381.5, 0.2]   [35360079.7, 0.2]   [5971033.0, -0.0]   [1862495.9, 0.2]
2019-05-10    [87498424.7, 0.1]   [35261185.5, 0.2]   [5410063.1, -0.0]   [1934683.8, 0.2]
2019-05-13    [58568519.3, 0.4]   [29466309.2, 0.3]   [7424417.6, -0.5]   [2522415.2, 0.0]
2019-05-14    [65509089.9, 0.4]   [23309559.8, 0.2]   [8071804.2, -0.6]  [2872911.6, -0.1]
2019-05-15    [97511694.2, 0.1]   [17836030.8, 0.4]   [6739555.4, -0.3]   [2365507.6, 0.1]
2019-05-16  [137852486.1, -0.3]   [10207107.2, 0.7]   [6871380.2, -0.3]   [2001883.5, 0.2]
2019-05-17    [99362244.7, 0.0]   [21414374.6, 0.3]   [6487031.8, -0.2]   [1212445.7, 0.5]
2019-05-20  [102543649.3, -0.0]   [18193871.4, 0.4]   [6408530.7, -0.2]    [916071.0, 0.6]
2019-05-21    [94340869.3, 0.0]   [17560696.2, 0.4]   [6192329.5, -0.2]    [917164.3, 0.6]
2019-05-22    [50655344.6, 0.5]   [15837738.9, 0.5]   [5700848.2, -0.1]    [737338.6, 0.6]
2019-05-23    [-1848883.9, 1.0]   [12689730.8, 0.6]   [7899606.9, -0.3]    [710476.8, 0.6]
2019-05-24    [46337470.7, 0.5]   [13277092.4, 0.5]    [3230780.5, 0.6]    [687797.6, 0.6]
2019-05-28    [62092515.1, 0.2]    [9021351.0, 0.6]    [4885178.6, 0.3]    [775504.4, 0.4]
2019-05-29    [53597952.4, 0.3]   [11889294.6, 0.5]    [5386597.5, 0.2]   [1377446.0, 0.0]
2019-05-30    [70413354.7, 0.1]   [18207725.5, 0.3]    [6101590.0, 0.1]  [1832832.7, -0.3]
2019-05-31   [85208514.9, -0.1]  [26537620.3, -0.1]    [6560977.7, 0.1]  [2194293.4, -0.6]
2019-06-03  [118647664.3, -0.6]  [33136362.1, -0.4]   [7811155.5, -0.1]  [1621334.3, -0.2]
2019-06-04    [19808246.0, 0.9]  [-25822091.0, 2.4]   [7729116.1, -0.1]  [1755138.7, -0.3]
2019-06-05    [63481421.7, 0.3]   [25163614.1, 0.4]   [8467593.0, -0.1]    [690346.5, 0.8]
2019-06-06    [70039944.9, 0.3]   [28120026.1, 0.3]    [6682837.8, 0.1]    [608704.6, 1.0]
2019-06-07    [65333189.5, 0.3]   [30066191.9, 0.3]   [8299250.8, -0.2]   [1060161.2, 0.7]
2019-06-10    [71085811.0, 0.3]   [32956613.6, 0.2]    [6001936.5, 0.1]   [1199843.8, 0.6]
2019-06-11    [81095832.4, 0.2]   [34017638.0, 0.2]    [4561192.5, 0.3]   [1299775.5, 0.6]
2019-06-12    [84377903.5, 0.1]   [33622178.8, 0.2]    [3203295.5, 0.5]   [1194421.4, 0.6]
2019-06-13    [80114851.0, 0.2]   [33848719.3, 0.2]    [3598568.3, 0.4]   [1310808.0, 0.6]
2019-06-14    [61703992.4, 0.3]   [31202396.0, 0.2]    [4519945.6, 0.4]   [1341741.0, 0.6]
2019-06-17    [40921598.7, 0.4]   [14437638.8, 0.4]    [5445821.8, 0.2]   [1254206.2, 0.6]
2019-06-18    [27234244.7, 0.6]    [7261649.8, 0.6]    [4512798.2, 0.2]    [318978.4, 0.7]
2019-06-19    [32760146.8, 0.5]   [11439369.3, 0.5]    [4751186.6, 0.1]    [866545.5, 0.5]
2019-06-20    [32026452.1, 0.5]   [10648259.9, 0.6]    [4805357.6, 0.1]    [801174.7, 0.5]
2019-06-21    [31227845.6, 0.5]   [15461646.1, 0.4]    [5196026.0, 0.1]  [2380575.6, -0.3]
2019-06-24    [50862476.0, 0.2]   [17528199.6, 0.3]    [4989854.3, 0.2]   [1205507.5, 0.4]
2019-06-25   [87455561.0, -0.4]   [20500285.0, 0.2]    [5364199.7, 0.2]   [1001598.7, 0.6]
2019-06-26   [79669657.5, -0.3]   [19156769.5, 0.3]    [5933013.0, 0.1]   [1277582.8, 0.5]
2019-06-27   [81924694.9, -0.4]   [19437476.1, 0.3]    [4067386.5, 0.3]   [1441765.6, 0.4]
2019-06-28   [67317891.7, -0.1]  [29265944.3, -0.0]    [2749049.1, 0.5]   [1398007.4, 0.4]
2019-07-01   [68135531.1, -0.1]  [38825985.2, -0.3]    [3015855.8, 0.5]   [2164468.7, 0.1]
2019-07-02   [60985161.2, -0.0]  [45005688.2, -0.5]    [4555630.2, 0.3]   [2344688.5, 0.1]
2019-07-03   [62826902.1, -0.1]  [43937742.1, -0.5]    [5953501.3, 0.1]  [2681915.2, -0.0]
2019-07-05    [53060105.8, 0.0]  [29358457.8, -0.0]    [3471466.0, 0.4]   [1708296.1, 0.3]
2019-07-08   [58790978.4, -0.1]   [23920839.5, 0.1]    [2625849.1, 0.5]   [1577432.3, 0.3]
2019-07-09   [55007276.5, -0.0]   [23966660.1, 0.1]    [3719819.4, 0.2]   [2093728.5, 0.0]
2019-07-10    [41935168.6, 0.3]   [24145535.2, 0.1]    [4125774.6, 0.1]   [2115790.7, 0.0]
2019-07-11    [11974337.3, 0.9]  [26816283.4, -0.1]    [3974772.3, 0.3]   [2136721.2, 0.1]
2019-07-12    [23581251.4, 0.7]   [23207714.1, 0.1]    [4104726.4, 0.3]  [2440732.7, -0.0]
2019-07-15    [28856369.9, 0.5]   [15671412.8, 0.3]    [4186360.3, 0.3]   [1471386.3, 0.3]
2019-07-16    [29788265.6, 0.5]   [17962511.5, 0.2]    [3243596.2, 0.3]   [1203161.1, 0.4]
2019-07-17    [29304999.5, 0.5]   [17761413.4, 0.2]    [3282981.2, 0.4]   [1728455.8, 0.2]
2019-07-18    [34722336.7, 0.5]   [20880536.3, 0.1]    [3683753.9, 0.4]   [1973407.5, 0.1]
2019-07-19    [38167188.2, 0.5]   [14514509.8, 0.4]    [5001262.6, 0.1]   [1947861.5, 0.1]
2019-07-22    [39922687.6, 0.4]    [9650553.4, 0.6]    [4211928.1, 0.2]   [1439970.0, 0.3]
2019-07-23    [28522281.6, 0.5]   [14320428.9, 0.4]    [3779136.5, 0.3]   [1886091.3, 0.1]
2019-07-24    [38536157.0, 0.3]   [14606817.7, 0.4]    [3347434.0, 0.3]   [1625592.6, 0.2]
2019-07-25   [66429514.8, -0.2]   [17915617.5, 0.3]   [5297364.0, -0.1]   [1458699.3, 0.3]
2019-07-26   [74062355.1, -0.2]    [8057792.0, 0.8]     [-33557.5, 1.2]   [1553190.1, 0.3]
2019-07-29    [11090984.3, 0.9]  [-34252103.6, 2.6]    [3828549.8, 0.4]   [1630217.5, 0.3]
2019-07-30    [22191020.4, 0.7]   [26183815.6, 0.3]    [3466763.9, 0.5]    [750252.9, 0.6]
2019-07-31    [41008634.3, 0.4]   [28107413.0, 0.3]    [3442355.3, 0.4]    [788711.7, 0.6]
2019-08-01    [47222371.7, 0.4]   [30048924.7, 0.3]    [3965215.7, 0.4]   [1278762.1, 0.5]
2019-08-02    [42868890.4, 0.5]   [30174303.2, 0.3]    [4660176.0, 0.4]   [1332015.8, 0.5]
2019-08-05    [43258989.2, 0.5]   [31458425.6, 0.2]    [5647386.2, 0.2]   [1011582.9, 0.5]
2019-08-06    [43395413.1, 0.6]   [38258878.9, 0.1]    [7331365.2, 0.1]   [1083724.5, 0.5]
2019-08-07    [68737470.0, 0.3]   [41965246.0, 0.1]   [7758465.6, -0.0]   [1220966.1, 0.4]
2019-08-08    [71045766.4, 0.2]   [38133803.0, 0.1]    [6450077.1, 0.1]    [920563.3, 0.7]
2019-08-09    [62119552.0, 0.3]   [29753343.0, 0.1]   [8257980.2, -0.2]    [965648.9, 0.8]
2019-08-12    [41667691.3, 0.5]   [31029007.4, 0.1]    [5555725.2, 0.1]   [1638548.0, 0.5]
2019-08-13    [32236037.9, 0.6]   [18703832.1, 0.4]   [7250010.8, -0.1]   [2408020.3, 0.3]
2019-08-14    [24269806.7, 0.7]   [17126086.4, 0.4]    [5080809.1, 0.3]   [1709428.2, 0.5]
2019-08-15    [28579576.7, 0.7]   [18284606.0, 0.4]    [4514654.5, 0.4]   [1716366.1, 0.5]
2019-08-16    [32221682.7, 0.6]   [17846938.8, 0.4]    [4328597.9, 0.5]   [1764261.5, 0.4]
2019-08-19    [34361619.5, 0.5]   [17908912.7, 0.3]    [3931402.8, 0.5]   [1499927.4, 0.5]
2019-08-20    [35545762.0, 0.5]   [19985519.6, 0.2]    [3909598.2, 0.6]   [1098112.9, 0.6]
2019-08-21    [25333479.2, 0.6]   [19983016.2, 0.2]    [4091359.0, 0.5]    [377003.6, 0.8]
2019-08-22    [17768588.4, 0.7]   [12536705.7, 0.4]    [4585671.2, 0.5]    [495052.8, 0.7]
2019-08-23    [21018018.7, 0.7]   [10318611.9, 0.5]    [5847405.8, 0.3]    [828658.1, 0.6]
2019-08-26    [36362091.3, 0.5]   [17690490.9, 0.3]    [5663223.6, 0.4]    [998344.3, 0.6]
2019-08-27    [45262017.7, 0.3]   [18518686.7, 0.2]    [4066659.0, 0.5]   [1265285.9, 0.3]
2019-08-28    [47737691.4, 0.2]   [18520585.5, 0.2]    [4377168.3, 0.4]  [2122044.6, -0.1]
2019-08-29    [50491695.4, 0.1]   [16862074.9, 0.2]    [6149424.9, 0.2]  [2655012.6, -0.4]
2019-08-30    [51639094.7, 0.1]   [17873883.4, 0.2]    [7514007.1, 0.0]  [2093675.9, -0.2]
2019-09-03    [51991717.6, 0.1]   [18624147.9, 0.1]   [7620788.2, -0.1]  [2468006.8, -0.4]
2019-09-04    [55957043.3, 0.1]   [18102629.7, 0.2]   [7461397.3, -0.1]  [2337023.0, -0.3]
2019-09-05   [70417597.7, -0.1]   [22520383.6, 0.0]    [6915341.1, 0.0]  [2472686.4, -0.3]
2019-09-06   [79709264.3, -0.2]  [28025257.9, -0.2]    [6864041.3, 0.0]  [2574040.6, -0.4]
2019-09-09   [62445490.1, -0.1]   [22629341.7, 0.0]    [5094997.8, 0.2]  [2365097.7, -0.3]
2019-09-10   [91188494.8, -0.6]  [27601867.6, -0.2]    [6011372.6, 0.1]  [2468569.5, -0.4]
2019-09-11   [92596560.2, -0.6]  [25543891.9, -0.1]    [6407279.4, 0.0]  [2175350.4, -0.2]
2019-09-12   [83564077.5, -0.5]  [29126177.2, -0.2]   [8158514.5, -0.2]  [2145161.3, -0.1]
2019-09-13   [79921744.6, -0.4]  [39164558.1, -0.5]   [8866610.9, -0.3]  [2416853.7, -0.3]
2019-09-16   [78466082.1, -0.4]  [38867509.6, -0.5]   [8873016.8, -0.3]  [1913367.5, -0.1]
2019-09-17   [98237561.4, -0.8]  [36296018.0, -0.4]  [10057071.8, -0.3]  [2121129.0, -0.2]
2019-09-18  [102411361.3, -0.9]  [26216776.6, -0.0]    [6408573.1, 0.3]  [2189675.2, -0.2]
2019-09-19   [85134675.2, -0.6]   [21250414.7, 0.1]    [8096471.2, 0.1]  [2179690.4, -0.2]
2019-09-20   [85543047.8, -0.7]   [17911872.3, 0.3]    [7830212.0, 0.1]  [2074902.6, -0.1]
2019-09-23  [115679472.2, -1.2]  [31297920.0, -0.2]    [7173586.7, 0.2]  [1926448.2, -0.1]
2019-09-24   [72555103.8, -0.3]  [32539001.4, -0.2]    [6697842.5, 0.2]  [1916802.9, -0.1]
2019-09-25   [77550041.4, -0.3]  [33987655.9, -0.3]    [5191693.3, 0.3]  [1876835.0, -0.1]
2019-09-26   [74704119.8, -0.2]  [32539491.4, -0.2]    [4754079.6, 0.4]  [1873440.3, -0.1]
2019-09-27   [80028275.7, -0.2]  [32872208.9, -0.2]    [4197775.4, 0.4]  [1876321.0, -0.1]
2019-09-30   [79726366.9, -0.2]  [33608667.0, -0.2]    [2700018.5, 0.5]  [1631557.5, -0.1]
2019-10-01   [80837146.4, -0.2]  [37891277.4, -0.3]    [5282284.0, 0.1]  [1749587.9, -0.2]
2019-10-02   [92666431.9, -0.3]  [43415548.7, -0.5]   [8222240.7, -0.5]  [1532946.8, -0.1]
2019-10-03  [110040939.8, -0.5]  [50054456.6, -0.7]   [-1055238.3, 1.4]  [2099373.6, -0.4]
2019-10-04   [87781960.7, -0.3]  [40777109.5, -0.4]    [4792654.6, 0.3]   [-418635.8, 1.4]
2019-10-07   [82470643.7, -0.2]  [39188751.1, -0.4]    [5020955.4, 0.3]    [775252.7, 0.6]
2019-10-08    [38864285.8, 0.3]    [9774321.8, 0.6]    [5107554.1, 0.3]    [973229.1, 0.4]
2019-10-09    [33601829.2, 0.4]   [11111815.7, 0.6]    [5741898.1, 0.2]   [1011139.5, 0.4]
2019-10-10    [27583820.9, 0.5]    [7758599.9, 0.6]    [6194477.3, 0.2]    [906277.3, 0.5]
2019-10-11    [39109955.3, 0.3]    [5797995.8, 0.7]    [7042824.4, 0.1]    [865535.1, 0.5]
2019-10-14    [32194563.3, 0.4]   [10832856.8, 0.5]   [8158935.9, -0.0]    [842029.4, 0.5]
2019-10-15    [41478209.5, 0.2]   [11104390.5, 0.5]   [8051073.4, -0.0]    [685510.2, 0.6]
2019-10-16   [56234285.4, -0.1]   [15747586.8, 0.3]    [5947026.8, 0.1]    [575551.7, 0.6]
2019-10-17   [65929084.4, -0.3]  [22440953.9, -0.1]   [7422253.5, -0.1]    [556755.3, 0.5]
2019-10-18   [69959300.7, -0.4]  [28098359.0, -0.4]   [7363758.0, -0.1]  [1150307.2, -0.0]
2019-10-21   [71521976.7, -0.3]  [29126947.2, -0.4]   [7447021.5, -0.1]   [1067922.0, 0.1]
2019-10-22   [80659744.6, -0.5]  [29645142.6, -0.4]    [6480595.5, 0.0]    [520433.0, 0.6]
2019-10-23   [72188788.9, -0.4]  [30239022.6, -0.4]   [7972263.8, -0.2]   [1182198.9, 0.0]
2019-10-24   [66413610.2, -0.3]  [34514391.4, -0.6]   [7307206.4, -0.1]   [1049621.0, 0.1]
2019-10-25   [85269357.6, -0.6]  [31013904.6, -0.4]    [1495646.8, 0.9]   [1149810.8, 0.1]
2019-10-28   [-40187594.4, 2.0]  [29845083.8, -0.4]    [4411476.3, 0.6]  [1277806.8, -0.0]
2019-10-29    [56324103.8, 0.2]   [12557993.9, 0.6]    [4503733.9, 0.5]   [1209648.9, 0.0]
2019-10-30    [55739152.5, 0.2]   [15339055.3, 0.5]    [4893205.4, 0.5]  [1382871.1, -0.1]
2019-10-31    [54781916.1, 0.2]   [17578029.0, 0.4]    [5940429.2, 0.4]    [740693.4, 0.6]
2019-11-01    [52663003.0, 0.2]   [16848036.0, 0.4]    [6920313.9, 0.3]   [1099996.7, 0.3]
2019-11-04    [54176991.3, 0.3]   [18196915.1, 0.4]    [7648185.8, 0.3]   [1027649.6, 0.3]
2019-11-05    [57069848.0, 0.2]   [20553874.3, 0.3]    [7047729.8, 0.3]    [917359.1, 0.4]
2019-11-06    [56886410.5, 0.2]   [24302901.9, 0.2]    [5743122.7, 0.4]   [1314044.9, 0.2]
2019-11-07    [45423207.9, 0.3]   [27218314.8, 0.1]    [2279406.0, 0.6]   [1173306.9, 0.4]
2019-11-08    [40508313.6, 0.2]  [36255264.9, -0.1]    [3744616.3, 0.4]   [1157799.2, 0.5]
2019-11-11   [49453939.1, -0.0]   [27686788.8, 0.1]    [4168803.3, 0.4]   [1754808.7, 0.2]
2019-11-12    [34357682.0, 0.3]  [34730784.2, -0.2]    [2651988.0, 0.6]   [1609647.6, 0.2]
2019-11-13    [29448260.5, 0.4]  [27913720.9, -0.0]    [4533078.5, 0.3]   [1306923.2, 0.3]
2019-11-14    [40477185.4, 0.1]   [21031189.0, 0.2]    [5590564.2, 0.1]   [1029473.9, 0.5]
2019-11-15   [47846566.7, -0.0]   [21259797.8, 0.1]   [7086584.6, -0.2]    [988900.5, 0.5]
2019-11-18   [60930975.3, -0.3]   [25046329.2, 0.0]   [6392568.8, -0.1]   [1101343.2, 0.4]
2019-11-19    [44493251.2, 0.1]   [23421960.9, 0.1]   [6184039.7, -0.1]    [563271.9, 0.6]
2019-11-20    [50501160.8, 0.0]   [23993315.9, 0.1]   [6473848.0, -0.1]    [869863.7, 0.5]
2019-11-21    [51060843.9, 0.0]   [19499373.3, 0.2]   [6596279.1, -0.1]   [1336589.7, 0.1]
2019-11-22    [51421213.7, 0.0]   [15438210.6, 0.4]   [6577058.6, -0.1]    [406000.3, 0.8]
2019-11-25   [58849085.5, -0.1]   [18314889.6, 0.3]   [6562131.8, -0.0]   [1343471.2, 0.3]
2019-11-26   [77608807.3, -0.4]   [20456542.5, 0.2]    [4712534.6, 0.2]   [1186339.8, 0.3]
2019-11-27   [72294556.4, -0.3]   [22366331.6, 0.1]    [5209071.3, 0.1]   [1448686.1, 0.2]
2019-11-29   [71022540.3, -0.2]   [19771535.2, 0.2]    [4654785.6, 0.2]   [1616355.5, 0.1]
2019-12-02    [52209539.0, 0.0]    [8512453.3, 0.6]    [3597222.0, 0.3]   [1185915.2, 0.3]
2019-12-03   [87380123.8, -0.6]  [27476515.1, -0.2]    [4772689.3, 0.2]   [1171593.2, 0.3]
2019-12-04   [68110665.3, -0.1]  [28731981.3, -0.3]    [4559610.9, 0.2]   [1121345.4, 0.3]
2019-12-05   [74355436.0, -0.3]  [30067013.7, -0.3]    [4455535.6, 0.1]   [1068293.8, 0.3]
2019-12-06   [74577279.8, -0.2]  [27632089.1, -0.2]    [4628906.3, 0.1]   [1161913.1, 0.1]
2019-12-09   [80418537.7, -0.3]  [26210469.0, -0.1]    [4722848.2, 0.1]  [1441739.7, -0.1]
2019-12-10   [75699020.1, -0.3]  [24990293.1, -0.0]    [4852815.0, 0.1]  [1377878.7, -0.1]
2019-12-11   [71185224.5, -0.2]  [26270515.1, -0.1]   [5513713.1, -0.0]   [1041208.2, 0.1]
2019-12-12   [63613882.5, -0.1]  [25630249.3, -0.1]    [5490336.0, 0.0]    [994134.5, 0.1]
2019-12-13   [64759530.8, -0.1]  [31358522.4, -0.3]   [8229381.4, -0.3]   [1080721.5, 0.1]
2019-12-16    [41513922.2, 0.2]  [26728965.1, -0.1]   [7991143.2, -0.3]   [1078344.2, 0.1]
2019-12-17   [61183382.0, -0.1]   [22690200.5, 0.1]   [8172370.5, -0.3]   [1134291.8, 0.0]
2019-12-18    [42191309.1, 0.3]   [16721609.1, 0.4]   [7861294.7, -0.2]   [1003222.7, 0.2]
2019-12-19    [35892050.0, 0.4]   [15624348.3, 0.4]   [8459417.6, -0.3]    [801684.3, 0.4]
2019-12-20    [39893638.4, 0.3]   [15460182.4, 0.4]   [8434772.1, -0.3]    [363105.0, 0.8]
2019-12-23    [56704392.9, 0.1]   [12116849.6, 0.7]   [9497493.0, -0.4]   [-270861.0, 1.4]
2019-12-24   [85366144.1, -0.4]  [38335804.4, -0.2]    [6718818.8, 0.1]    [832708.2, 0.5]
2019-12-26   [65970068.0, -0.1]  [33036787.6, -0.1]   [7794298.0, -0.1]    [973325.7, 0.4]
2019-12-27  [105023400.7, -0.7]   [26233617.0, 0.1]    [5502367.7, 0.1]    [838383.7, 0.4]
2019-12-30    [71077794.7, 0.0]   [23830532.1, 0.1]    [5959773.6, 0.1]    [766721.1, 0.5]
2019-12-31    [74239294.6, 0.0]   [22749603.9, 0.2]    [6011178.7, 0.1]    [519649.8, 0.6]
**************************************************************************************************
Printing values of coeff: A and B in AR(1) 30-day rolling model
**************************************************************************************************
            AMZN_30_2019_Coeff  GOOG_30_2019_Coeff  AAL_30_2019_Coeff NCLH_30_2019_Coeff
Date                                                                                    
2019-02-14   [56577109.5, 0.5]   [14964406.4, 0.5]   [6431123.6, 0.3]    [882485.8, 0.6]
2019-02-15   [54977616.1, 0.5]   [13798309.5, 0.5]   [5112496.2, 0.4]    [793907.5, 0.6]
2019-02-19   [54784996.4, 0.5]   [14621220.0, 0.5]   [5416575.9, 0.4]    [858621.9, 0.6]
2019-02-20   [54003492.1, 0.5]   [14452329.0, 0.5]   [5497750.2, 0.4]    [872603.5, 0.6]
2019-02-21   [54887317.2, 0.5]   [14129756.7, 0.5]   [5492613.6, 0.4]    [842134.9, 0.6]
2019-02-22   [50718520.7, 0.5]   [14301443.1, 0.5]   [5472661.1, 0.4]    [886120.2, 0.6]
2019-02-25   [47996440.1, 0.5]   [13745305.4, 0.5]   [4318944.1, 0.4]    [846764.5, 0.6]
2019-02-26   [45035910.6, 0.6]   [14059903.5, 0.5]   [3274012.0, 0.6]    [831651.8, 0.6]
2019-02-27   [40456464.4, 0.6]   [14256678.1, 0.5]   [3449461.3, 0.6]    [879643.8, 0.6]
2019-02-28   [39423076.8, 0.6]   [13627495.4, 0.5]   [3272724.4, 0.6]    [885879.5, 0.6]
2019-03-01   [37971426.6, 0.6]   [14509315.0, 0.5]   [3306966.6, 0.6]    [878755.6, 0.6]
2019-03-04   [39819671.8, 0.6]   [14659805.7, 0.5]   [3373791.6, 0.6]    [929120.7, 0.6]
2019-03-05   [38667374.5, 0.6]   [13788244.9, 0.5]   [3434850.0, 0.6]    [885711.8, 0.6]
2019-03-06   [39832930.1, 0.6]   [13700087.6, 0.5]   [2672513.2, 0.7]    [941155.7, 0.6]
2019-03-07   [39436540.6, 0.6]   [13527286.9, 0.5]   [2910815.1, 0.6]    [990540.8, 0.6]
2019-03-08   [40492180.1, 0.6]   [12948372.4, 0.5]   [3544944.5, 0.5]   [1078385.0, 0.6]
2019-03-11   [39715435.8, 0.6]   [13091086.7, 0.5]   [4613292.3, 0.3]   [1124502.6, 0.6]
2019-03-12   [39161295.0, 0.6]   [13655883.6, 0.5]   [6814455.2, 0.0]    [932975.9, 0.6]
2019-03-13   [38470574.0, 0.6]   [14025096.5, 0.5]  [7270981.8, -0.0]    [905994.8, 0.6]
2019-03-14   [36998458.6, 0.6]   [14374016.4, 0.5]   [6249305.5, 0.1]    [923095.5, 0.6]
2019-03-15   [37288846.8, 0.5]   [13883486.5, 0.5]   [6543680.1, 0.1]    [702801.1, 0.7]
2019-03-18   [73140621.3, 0.1]   [15942219.3, 0.5]   [6755959.2, 0.1]    [621497.1, 0.7]
2019-03-19   [65910106.3, 0.2]   [16639648.2, 0.4]   [6687606.7, 0.1]    [608168.9, 0.7]
2019-03-20   [61158769.9, 0.3]   [22017086.2, 0.2]   [6545751.2, 0.1]    [645380.3, 0.7]
2019-03-21   [55288533.7, 0.4]   [25873908.6, 0.1]   [6642179.5, 0.1]    [700412.7, 0.7]
2019-03-22   [52197836.6, 0.4]  [29570229.8, -0.1]   [6663579.3, 0.1]    [736692.1, 0.7]
2019-03-25   [48983134.2, 0.4]  [29103237.4, -0.0]   [6993960.5, 0.0]    [917672.2, 0.6]
2019-03-26   [46558766.4, 0.5]  [30029839.9, -0.1]  [7415044.6, -0.0]   [1078922.6, 0.5]
2019-03-27   [43872001.6, 0.5]  [29476101.5, -0.0]   [6977912.0, 0.0]   [1159478.1, 0.5]
2019-03-28   [43740943.3, 0.5]  [29264630.2, -0.0]   [6900978.9, 0.1]   [1264918.6, 0.5]
2019-03-29   [42239300.4, 0.5]  [30656076.6, -0.1]   [7269911.4, 0.0]   [1409939.4, 0.4]
2019-04-01   [40951585.0, 0.5]  [29859339.0, -0.0]   [6040919.6, 0.2]   [1424633.4, 0.4]
2019-04-02   [42563745.5, 0.5]  [29708139.1, -0.0]   [5543520.7, 0.2]   [1428557.5, 0.4]
2019-04-03   [43104208.9, 0.5]  [29754711.4, -0.0]   [5612398.9, 0.2]   [1327936.2, 0.4]
2019-04-04   [44114832.0, 0.5]   [27544782.1, 0.0]   [5300732.3, 0.3]   [1066993.4, 0.5]
2019-04-05   [45307274.9, 0.5]   [26177904.9, 0.1]   [5942310.7, 0.2]   [1138156.8, 0.5]
2019-04-08   [46354410.0, 0.5]   [24236848.3, 0.1]   [4799624.4, 0.3]   [1283334.5, 0.4]
2019-04-09   [49378466.4, 0.5]   [22371077.8, 0.2]   [4463831.4, 0.4]   [1405611.3, 0.3]
2019-04-10   [50753690.5, 0.4]   [20902138.5, 0.2]   [4644036.7, 0.4]   [1503861.7, 0.2]
2019-04-11   [51116178.2, 0.4]   [18168606.8, 0.3]   [4485984.4, 0.4]   [1622665.5, 0.2]
2019-04-12   [42050353.1, 0.5]   [16469741.3, 0.4]   [4502885.4, 0.4]   [1521222.9, 0.2]
2019-04-15   [41246869.9, 0.5]   [15907481.9, 0.4]   [4347429.6, 0.4]   [1538940.9, 0.2]
2019-04-16   [36785246.1, 0.6]   [15987414.2, 0.4]   [4387845.4, 0.4]   [1487473.3, 0.2]
2019-04-17   [34954939.0, 0.6]   [15517886.9, 0.4]   [4163681.5, 0.4]   [1577764.8, 0.2]
2019-04-18   [31917153.1, 0.6]   [15868632.9, 0.4]   [3612606.1, 0.5]   [1744824.1, 0.1]
2019-04-22   [30042673.3, 0.6]   [15972694.1, 0.4]   [3110153.8, 0.5]   [1616958.8, 0.2]
2019-04-23   [30369286.9, 0.6]   [15240924.9, 0.4]   [2669240.6, 0.6]   [1771201.9, 0.1]
2019-04-24   [32733968.4, 0.6]   [16696263.7, 0.3]   [2612780.8, 0.6]   [1715970.1, 0.1]
2019-04-25   [33348450.2, 0.6]   [16507157.6, 0.3]   [2924121.7, 0.5]   [1710092.3, 0.1]
2019-04-26   [38268047.8, 0.6]   [16395353.3, 0.3]   [2601421.6, 0.6]   [1706358.4, 0.1]
2019-04-29   [18752147.5, 0.8]   [15321935.4, 0.3]   [2668798.4, 0.6]   [1617995.8, 0.1]
2019-04-30   [32723443.2, 0.6]   [13271554.9, 0.5]   [2893193.1, 0.5]   [1541833.7, 0.2]
2019-05-01   [33781746.6, 0.6]   [-9946586.9, 1.5]   [2887550.4, 0.5]   [1610953.8, 0.2]
2019-05-02   [35383211.6, 0.5]   [14688556.1, 0.5]   [2799278.4, 0.5]   [1485897.1, 0.2]
2019-05-03   [38322003.7, 0.5]   [14663773.6, 0.5]   [2827010.4, 0.5]   [1504777.4, 0.2]
2019-05-06   [43989290.8, 0.4]   [14375306.6, 0.5]   [2701543.4, 0.5]   [1390791.2, 0.3]
2019-05-07   [42848640.9, 0.5]   [14383608.6, 0.5]   [2503301.5, 0.6]   [1362654.2, 0.3]
2019-05-08   [40960602.5, 0.5]   [14139372.9, 0.5]   [2858278.7, 0.5]   [1322190.1, 0.3]
2019-05-09   [43119047.5, 0.5]   [14103782.1, 0.5]   [2770610.2, 0.5]   [1403014.9, 0.3]
2019-05-10   [44035633.6, 0.5]   [14278881.1, 0.5]   [2693077.5, 0.5]   [1220562.2, 0.4]
2019-05-13   [43396513.1, 0.5]   [14201411.4, 0.5]   [2683318.1, 0.5]   [1189096.6, 0.4]
2019-05-14   [40893175.1, 0.5]   [14670785.3, 0.5]   [2855945.7, 0.5]   [1112604.7, 0.5]
2019-05-15   [42259444.4, 0.5]   [15187098.9, 0.5]   [3101917.8, 0.4]   [1118072.9, 0.5]
2019-05-16   [42167943.2, 0.5]   [15606649.1, 0.5]   [3753317.6, 0.3]   [1289800.1, 0.4]
2019-05-17   [42824432.0, 0.5]   [16045522.8, 0.5]   [3509944.9, 0.3]   [1312046.0, 0.4]
2019-05-20   [43500065.6, 0.5]   [16271672.5, 0.5]   [3457762.9, 0.4]   [1278465.3, 0.4]
2019-05-21   [43976131.9, 0.5]   [16760280.7, 0.5]   [3621383.9, 0.3]   [1220397.1, 0.4]
2019-05-22   [44455649.7, 0.5]   [17001109.5, 0.5]   [3854654.1, 0.3]   [1270649.9, 0.4]
2019-05-23   [44779446.5, 0.5]   [17232318.7, 0.5]   [4414277.8, 0.2]   [1300602.5, 0.4]
2019-05-24   [50449857.3, 0.4]   [17909733.8, 0.4]   [3105234.0, 0.5]   [1238998.1, 0.4]
2019-05-28   [51975386.4, 0.4]   [18019564.2, 0.4]   [3629223.3, 0.4]   [1157497.3, 0.4]
2019-05-29   [50320032.3, 0.4]   [18170496.0, 0.4]   [3604161.0, 0.4]   [1094851.3, 0.4]
2019-05-30   [53632243.3, 0.4]   [18883467.7, 0.4]   [3645281.4, 0.4]   [1111341.7, 0.4]
2019-05-31   [55835634.3, 0.4]   [18499236.7, 0.4]   [3779560.1, 0.3]    [977421.0, 0.5]
2019-06-03   [62370874.1, 0.3]   [18898465.1, 0.4]   [4194050.1, 0.3]    [947598.7, 0.5]
2019-06-04   [67675668.9, 0.3]   [22639296.4, 0.4]   [4399470.6, 0.3]    [917526.9, 0.5]
2019-06-05   [69650360.1, 0.3]   [23710051.4, 0.4]   [4686038.7, 0.3]   [1089495.3, 0.5]
2019-06-06   [71211278.8, 0.3]   [24489366.7, 0.4]   [4783398.9, 0.3]    [675228.8, 0.7]
2019-06-07   [65705992.5, 0.3]   [25104021.8, 0.3]   [4857030.8, 0.2]    [914368.9, 0.6]
2019-06-10   [71700041.3, 0.2]   [25655317.3, 0.3]   [4589649.4, 0.3]    [964845.8, 0.6]
2019-06-11   [62119645.5, 0.3]   [24205300.7, 0.4]   [4299221.3, 0.3]    [993702.8, 0.6]
2019-06-12   [64664798.2, 0.3]   [23604723.8, 0.3]   [4120103.0, 0.3]    [934743.5, 0.6]
2019-06-13   [64812582.2, 0.3]   [20462219.4, 0.4]   [4196208.2, 0.3]    [829807.4, 0.6]
2019-06-14   [59780681.0, 0.3]   [19725536.9, 0.4]   [4679826.7, 0.3]    [760266.8, 0.6]
2019-06-17   [51388519.8, 0.4]   [19196607.6, 0.4]   [5035339.9, 0.2]    [754341.7, 0.6]
2019-06-18   [47776364.1, 0.4]   [18482369.6, 0.4]   [5082974.8, 0.2]    [762236.8, 0.7]
2019-06-19   [50228173.9, 0.4]   [18629460.6, 0.4]   [4592845.2, 0.3]    [780396.8, 0.6]
2019-06-20   [46617183.7, 0.5]   [18655695.7, 0.4]   [4592381.7, 0.3]    [679280.9, 0.7]
2019-06-21   [44172904.8, 0.5]   [18740700.3, 0.4]   [4949444.4, 0.2]    [843927.2, 0.6]
2019-06-24   [45894750.1, 0.4]   [19500733.8, 0.4]   [5050680.8, 0.2]    [820118.7, 0.6]
2019-06-25   [46048813.0, 0.4]   [19036169.8, 0.4]   [4941462.1, 0.3]    [800055.3, 0.6]
2019-06-26   [45025392.4, 0.4]   [19047465.3, 0.4]   [4984940.8, 0.2]    [807748.9, 0.6]
2019-06-27   [42751655.1, 0.4]   [19084446.4, 0.4]   [5046191.0, 0.2]    [791331.5, 0.6]
2019-06-28   [39883445.5, 0.5]   [18745116.6, 0.4]   [4964041.2, 0.2]    [804832.8, 0.6]
2019-07-01   [40379277.5, 0.5]   [19561375.8, 0.4]   [5018975.6, 0.2]    [958995.2, 0.6]
2019-07-02   [39760145.9, 0.5]   [19582812.2, 0.4]   [5113392.4, 0.2]   [1001435.4, 0.6]
2019-07-03   [38427684.7, 0.5]   [19448974.1, 0.4]   [5272395.4, 0.2]    [970843.1, 0.6]
2019-07-05   [35522438.3, 0.5]   [19167236.0, 0.4]   [4425533.5, 0.3]    [999220.1, 0.6]
2019-07-08   [33678529.8, 0.5]   [19385038.6, 0.4]   [4428545.9, 0.3]    [978464.7, 0.6]
2019-07-09   [33137049.7, 0.5]   [19536812.3, 0.4]   [4152347.0, 0.3]   [1078563.3, 0.5]
2019-07-10   [35119496.5, 0.5]   [19442298.0, 0.4]   [4011254.6, 0.3]   [1120945.9, 0.5]
2019-07-11   [33869196.1, 0.5]   [19106364.2, 0.4]   [4157113.2, 0.3]   [1132016.0, 0.5]
2019-07-12   [33780299.5, 0.5]   [19243687.0, 0.4]   [4207151.3, 0.3]   [1219060.1, 0.5]
2019-07-15   [32370157.6, 0.5]   [18208480.9, 0.4]   [4035915.7, 0.3]   [1251055.0, 0.5]
2019-07-16   [35171711.3, 0.5]   [14947866.9, 0.4]   [3868094.0, 0.3]   [1196953.6, 0.5]
2019-07-17   [32111183.5, 0.5]   [14368325.5, 0.4]   [4048461.3, 0.3]   [1025147.3, 0.5]
2019-07-18   [30275973.1, 0.5]   [16543329.5, 0.4]   [4328860.2, 0.2]   [1446370.4, 0.3]
2019-07-19   [31853702.4, 0.5]   [17570243.4, 0.3]   [4158834.1, 0.3]   [1516139.2, 0.3]
2019-07-22   [32825787.3, 0.5]   [19319283.2, 0.2]   [4082466.8, 0.3]   [1469772.6, 0.3]
2019-07-23   [39426898.0, 0.3]   [19876868.8, 0.2]   [3961497.9, 0.3]   [1595816.6, 0.2]
2019-07-24   [40949747.3, 0.3]   [20012994.3, 0.2]   [3982475.8, 0.3]   [1531297.6, 0.3]
2019-07-25   [37953364.9, 0.4]   [20648026.0, 0.2]   [4123500.3, 0.3]   [1549167.6, 0.3]
2019-07-26   [41114643.5, 0.3]   [18726424.6, 0.3]   [3547204.8, 0.4]   [1671308.0, 0.3]
2019-07-29   [35829632.8, 0.4]   [-3618738.7, 1.2]   [3479429.9, 0.4]   [1663837.0, 0.3]
2019-07-30   [33524434.1, 0.5]   [17595999.2, 0.4]   [3524324.3, 0.4]   [1535610.2, 0.3]
2019-07-31   [34476197.2, 0.4]   [17680602.6, 0.4]   [3680377.4, 0.4]   [1503356.6, 0.3]
2019-08-01   [35644281.8, 0.5]   [17969765.5, 0.4]   [3666663.7, 0.4]   [1702257.4, 0.3]
2019-08-02   [32574974.6, 0.5]   [18177951.8, 0.4]   [3545019.6, 0.4]   [1400878.7, 0.4]
2019-08-05   [28873505.8, 0.6]   [17555579.1, 0.4]   [3588163.8, 0.4]   [1495840.3, 0.3]
2019-08-06   [21091242.2, 0.7]   [17922054.5, 0.4]   [3678266.4, 0.4]   [1567325.1, 0.3]
2019-08-07   [21828312.8, 0.7]   [18298047.6, 0.4]   [3749000.2, 0.4]   [1558855.3, 0.3]
2019-08-08   [23454784.0, 0.7]   [18047796.5, 0.4]   [3796008.1, 0.4]   [1501521.3, 0.4]
2019-08-09   [26400949.8, 0.6]   [18131159.5, 0.4]   [3915011.3, 0.4]   [1330676.6, 0.5]
2019-08-12   [24595671.4, 0.7]   [17078433.1, 0.4]   [3805514.0, 0.4]   [1053091.1, 0.6]
2019-08-13   [24145883.4, 0.7]   [16629400.8, 0.4]   [3908176.8, 0.3]   [1034057.8, 0.6]
2019-08-14   [27214803.0, 0.6]   [17063419.1, 0.4]   [3363037.7, 0.5]   [1055078.7, 0.6]
2019-08-15   [31265426.6, 0.6]   [18151282.9, 0.4]   [3522119.6, 0.5]   [1073887.4, 0.6]
2019-08-16   [32700199.0, 0.6]   [17846075.1, 0.4]   [3741040.1, 0.5]   [1205435.0, 0.5]
2019-08-19   [33117040.4, 0.6]   [17961262.0, 0.4]   [3630503.8, 0.5]   [1092782.0, 0.6]
2019-08-20   [27999595.8, 0.6]   [17818359.3, 0.4]   [3655432.5, 0.5]   [1085750.0, 0.6]
2019-08-21   [24802089.7, 0.6]   [17426651.6, 0.4]   [3431650.2, 0.5]   [1006964.6, 0.6]
2019-08-22   [22328976.4, 0.7]   [16672041.8, 0.5]   [3381779.5, 0.5]    [917983.6, 0.6]
2019-08-23   [21529479.3, 0.7]   [16865606.6, 0.5]   [3416033.8, 0.5]    [956522.3, 0.6]
2019-08-26   [27689203.4, 0.6]   [18274225.5, 0.4]   [3876937.3, 0.5]   [1089730.2, 0.6]
2019-08-27   [33843363.1, 0.5]   [18212149.1, 0.4]   [3770292.7, 0.5]    [937161.4, 0.6]
2019-08-28   [34849668.1, 0.5]   [18086421.0, 0.4]   [3862967.1, 0.5]   [1005700.8, 0.6]
2019-08-29   [31471988.0, 0.6]   [17326463.7, 0.4]   [4236213.5, 0.4]   [1065588.6, 0.6]
2019-08-30   [32110743.7, 0.6]   [16804043.7, 0.4]   [4621231.6, 0.4]    [987563.1, 0.6]
2019-09-03   [32457225.9, 0.6]   [16638816.1, 0.4]   [4979053.0, 0.3]    [995836.6, 0.6]
2019-09-04   [34149406.5, 0.5]   [17186407.3, 0.4]   [5414081.7, 0.3]    [998108.8, 0.6]
2019-09-05   [34407525.9, 0.5]   [16465062.4, 0.5]   [5126809.1, 0.3]    [935501.3, 0.6]
2019-09-06   [32657640.4, 0.5]   [16253887.2, 0.4]   [4730688.2, 0.3]    [958218.8, 0.6]
2019-09-09   [31701574.0, 0.5]   [17930630.4, 0.3]   [4037991.3, 0.4]    [979932.0, 0.6]
2019-09-10   [32428080.6, 0.5]   [15401463.6, 0.4]   [4315223.6, 0.4]   [1095201.5, 0.5]
2019-09-11   [29723978.8, 0.6]   [14158146.3, 0.5]   [4514019.1, 0.4]   [1153349.8, 0.5]
2019-09-12   [25688338.1, 0.6]   [14245733.0, 0.5]   [4995951.7, 0.3]   [1018525.4, 0.5]
2019-09-13   [26866198.0, 0.6]   [15014328.8, 0.4]   [5460099.5, 0.3]   [1015310.4, 0.5]
2019-09-16   [26801098.3, 0.6]   [15777728.3, 0.4]   [5476113.1, 0.3]    [951689.1, 0.6]
2019-09-17   [36668470.8, 0.4]   [17735208.8, 0.3]   [5775197.7, 0.3]    [996128.7, 0.6]
2019-09-18   [43224742.6, 0.3]   [18846951.6, 0.2]   [4816633.3, 0.4]    [959262.0, 0.6]
2019-09-19   [47341328.4, 0.2]   [19521097.9, 0.2]   [5494156.1, 0.3]    [993717.0, 0.5]
2019-09-20   [47072927.1, 0.2]   [19765424.8, 0.2]   [5456627.8, 0.3]   [1204332.2, 0.4]
2019-09-23   [56178998.3, 0.1]   [23098961.4, 0.1]   [5892371.1, 0.3]   [1476015.9, 0.2]
2019-09-24   [57826163.7, 0.0]  [25652245.7, -0.0]   [5462266.8, 0.3]   [1522836.6, 0.2]
2019-09-25   [58387816.5, 0.0]  [26279635.6, -0.1]   [5080986.1, 0.3]   [1621631.3, 0.1]
2019-09-26   [60094245.0, 0.0]  [25677987.9, -0.0]   [5175909.5, 0.3]  [1933175.2, -0.1]
2019-09-27  [63119562.8, -0.1]  [25287479.9, -0.0]   [5118641.1, 0.3]  [2045326.1, -0.2]
2019-09-30  [62455224.8, -0.0]   [25037185.8, 0.0]   [4969102.4, 0.3]  [2021298.5, -0.2]
2019-10-01  [63201684.5, -0.0]   [25012260.3, 0.0]   [4832354.1, 0.3]  [1926297.3, -0.1]
2019-10-02  [64645645.8, -0.1]   [25323569.5, 0.0]   [4845037.3, 0.3]  [1823739.7, -0.1]
2019-10-03  [69094873.1, -0.1]  [27646377.7, -0.1]   [5270756.4, 0.3]  [1914067.6, -0.1]
2019-10-04  [71396456.2, -0.1]  [29262274.0, -0.1]   [5526393.8, 0.3]  [1826984.8, -0.0]
2019-10-07  [67088669.4, -0.1]  [28071142.3, -0.1]   [5376185.9, 0.3]   [1575275.0, 0.1]
2019-10-08  [66406937.9, -0.1]  [26820689.6, -0.0]   [5265232.6, 0.3]   [1581220.7, 0.1]
2019-10-09  [64302057.2, -0.1]   [25730342.4, 0.0]   [5439573.8, 0.3]   [1472074.4, 0.1]
2019-10-10  [62393124.9, -0.0]   [25757399.9, 0.0]   [5383760.3, 0.3]   [1373204.3, 0.2]
2019-10-11  [60625808.4, -0.0]   [24691670.0, 0.0]   [5364767.8, 0.3]   [1383271.6, 0.2]
2019-10-14  [61143625.6, -0.0]   [25089183.7, 0.0]   [5461223.4, 0.3]   [1140297.8, 0.3]
2019-10-15  [61216333.1, -0.1]   [24294727.4, 0.0]   [5335475.3, 0.3]   [1015278.9, 0.4]
2019-10-16  [61047539.8, -0.0]   [24602913.8, 0.0]   [5556081.6, 0.2]   [1003451.3, 0.4]
2019-10-17  [60083073.2, -0.0]   [24292486.8, 0.0]   [5576552.8, 0.2]    [888769.6, 0.4]
2019-10-18  [59505564.2, -0.0]   [23482040.6, 0.1]   [5641060.3, 0.2]    [897540.5, 0.4]
2019-10-21  [60059537.7, -0.0]   [23333926.4, 0.1]   [5417099.4, 0.3]    [878614.6, 0.4]
2019-10-22  [60778563.9, -0.0]   [23341423.8, 0.1]   [5398233.1, 0.3]    [949826.9, 0.4]
2019-10-23  [58922929.5, -0.0]   [22743877.3, 0.1]   [5198632.4, 0.3]    [840722.3, 0.4]
2019-10-24   [56657268.8, 0.0]   [21873806.6, 0.1]   [4985648.2, 0.3]    [781525.3, 0.5]
2019-10-25  [62042617.1, -0.0]   [21501770.7, 0.1]   [4907477.7, 0.4]    [805548.8, 0.5]
2019-10-28   [36002153.6, 0.5]   [21542297.1, 0.1]   [4064488.6, 0.5]    [755713.8, 0.5]
2019-10-29   [51024945.8, 0.2]   [22985736.4, 0.1]   [4336316.3, 0.4]    [729106.7, 0.5]
2019-10-30   [51757375.2, 0.2]   [20044156.0, 0.2]   [4032328.3, 0.5]    [783889.3, 0.5]
2019-10-31   [52283414.5, 0.2]   [20520767.8, 0.2]   [4332206.1, 0.4]    [739108.9, 0.5]
2019-11-01   [47232438.7, 0.2]   [18108775.8, 0.3]   [4311906.5, 0.4]    [831065.5, 0.4]
2019-11-04   [45673422.4, 0.3]   [15133055.5, 0.4]   [4437125.6, 0.4]    [830924.2, 0.4]
2019-11-05   [43934123.1, 0.3]   [14242357.2, 0.5]   [4522851.5, 0.4]    [812179.5, 0.4]
2019-11-06   [42787577.6, 0.3]   [14339004.6, 0.4]   [4432743.3, 0.4]    [894975.3, 0.4]
2019-11-07   [41456116.9, 0.3]   [14299098.8, 0.4]   [4353181.9, 0.4]    [808655.7, 0.5]
2019-11-08   [41324737.2, 0.3]   [15495832.9, 0.4]   [4529315.0, 0.4]    [707175.8, 0.6]
2019-11-11   [40435544.3, 0.3]   [16747092.2, 0.4]   [4645356.1, 0.4]    [812955.2, 0.5]
2019-11-12   [39098118.2, 0.3]   [16494183.4, 0.4]   [4410567.2, 0.4]    [823565.4, 0.5]
2019-11-13   [38055249.3, 0.3]   [16005824.7, 0.4]   [4263919.2, 0.4]    [803703.3, 0.5]
2019-11-14   [38564599.5, 0.3]   [15654579.1, 0.4]   [3938082.4, 0.5]    [822664.0, 0.5]
2019-11-15   [38280305.1, 0.3]   [15697304.7, 0.4]   [3795413.7, 0.5]    [841127.3, 0.4]
2019-11-18   [40413140.1, 0.3]   [16661616.4, 0.4]   [3694131.3, 0.5]    [775854.9, 0.5]
2019-11-19   [40723547.6, 0.3]   [16914058.0, 0.3]   [3401485.6, 0.5]    [761470.5, 0.5]
2019-11-20   [41042976.1, 0.3]   [17674075.1, 0.3]   [3374284.5, 0.5]    [807980.7, 0.5]
2019-11-21   [41253051.4, 0.3]   [18735916.8, 0.3]   [3629447.8, 0.5]    [820576.0, 0.5]
2019-11-22   [40635627.0, 0.3]   [18164920.0, 0.3]   [3724186.4, 0.5]    [787151.8, 0.6]
2019-11-25   [40676056.9, 0.3]   [19020230.9, 0.3]   [3719727.6, 0.5]    [995425.6, 0.4]
2019-11-26   [40612271.7, 0.3]   [18251163.2, 0.3]   [3335070.2, 0.5]    [983101.3, 0.4]
2019-11-27   [40724999.8, 0.3]   [17927960.2, 0.3]   [3349682.2, 0.5]   [1103013.2, 0.4]
2019-11-29   [40931018.1, 0.3]   [17997020.3, 0.3]   [3116819.9, 0.6]   [1124815.9, 0.3]
2019-12-02   [39802332.6, 0.3]   [15819395.0, 0.4]   [2892866.7, 0.6]   [1027287.7, 0.4]
2019-12-03   [42213620.0, 0.3]   [18199192.8, 0.3]   [3164071.8, 0.6]    [991480.2, 0.4]
2019-12-04   [43110709.2, 0.3]   [18767432.7, 0.3]   [3147007.4, 0.6]   [1002916.3, 0.4]
2019-12-05   [43967119.0, 0.3]   [19970194.6, 0.3]   [3088756.2, 0.5]   [1052988.9, 0.4]
2019-12-06   [41187673.0, 0.3]   [20721283.1, 0.2]   [3026270.6, 0.5]   [1021935.0, 0.4]
2019-12-09   [46992303.7, 0.1]   [20874901.1, 0.2]   [3834821.7, 0.4]   [1052544.3, 0.4]
2019-12-10   [52003088.0, 0.0]   [18939983.1, 0.3]   [4284413.6, 0.3]   [1032709.9, 0.4]
2019-12-11   [49097872.6, 0.1]   [21885762.1, 0.1]   [4466253.0, 0.3]    [927384.4, 0.4]
2019-12-12   [48725068.0, 0.1]   [21166077.7, 0.2]   [4577423.6, 0.2]    [897352.4, 0.4]
2019-12-13   [50482024.2, 0.1]   [21744369.6, 0.1]   [5431626.0, 0.1]    [827239.1, 0.5]
2019-12-16   [50423836.5, 0.1]   [22398670.1, 0.1]   [5847506.2, 0.0]    [806002.0, 0.5]
2019-12-17   [50582474.2, 0.1]   [22890325.5, 0.1]   [5878955.7, 0.0]    [835979.9, 0.5]
2019-12-18   [49060627.5, 0.1]   [22365529.7, 0.1]   [5893990.3, 0.0]    [744091.1, 0.5]
2019-12-19   [50725881.5, 0.1]   [21505537.4, 0.2]  [5958681.0, -0.0]    [816346.5, 0.4]
2019-12-20   [51815063.2, 0.1]   [19870636.6, 0.2]  [5941541.0, -0.0]   [1002556.8, 0.3]
2019-12-23   [56971015.8, 0.0]   [15118113.6, 0.5]   [5986987.0, 0.0]    [874820.2, 0.4]
2019-12-24  [68360277.2, -0.2]   [25953426.4, 0.0]   [5177089.1, 0.2]    [890003.1, 0.4]
2019-12-26  [64556989.8, -0.1]   [23999601.5, 0.1]   [5313501.8, 0.1]    [896031.1, 0.4]
2019-12-27  [86634599.4, -0.5]   [22387659.6, 0.1]   [5197053.2, 0.1]    [864629.0, 0.4]
2019-12-30   [57991290.5, 0.1]   [21987927.4, 0.1]   [5406176.4, 0.1]    [826652.1, 0.4]
2019-12-31   [54601050.3, 0.1]   [21172904.4, 0.2]   [5674912.5, 0.1]    [750665.1, 0.5]
**************************************************************************************************
Printing values of coeff: A and B in AR(1) 60-day rolling model
**************************************************************************************************
           AMZN_60_2019_Coeff GOOG_60_2019_Coeff AAL_60_2019_Coeff NCLH_60_2019_Coeff
Date                                                                                 
2019-03-29  [40380602.2, 0.6]  [18823679.4, 0.4]  [5671480.4, 0.3]   [1006525.1, 0.5]
2019-04-01  [39829271.4, 0.6]  [18693724.9, 0.4]  [5130529.6, 0.4]   [1010750.2, 0.5]
2019-04-02  [41991632.5, 0.6]  [18796004.2, 0.4]  [4948919.3, 0.4]   [1011112.8, 0.5]
2019-04-03  [42419703.0, 0.6]  [18635604.2, 0.4]  [5012113.4, 0.4]    [995822.8, 0.5]
2019-04-04  [45376355.1, 0.5]  [18369386.9, 0.4]  [5009782.7, 0.4]    [938955.2, 0.6]
2019-04-05  [43564307.6, 0.5]  [17786925.2, 0.4]  [5082799.3, 0.4]    [921165.4, 0.6]
2019-04-08  [43558888.4, 0.5]  [17195131.9, 0.4]  [4457211.5, 0.4]    [922351.1, 0.6]
2019-04-09  [42479315.5, 0.6]  [16639770.3, 0.4]  [3336715.8, 0.6]    [942952.8, 0.6]
2019-04-10  [41554047.9, 0.6]  [16207928.3, 0.4]  [3436522.2, 0.6]    [954074.8, 0.6]
2019-04-11  [40728815.2, 0.6]  [15389953.2, 0.4]  [3380650.3, 0.6]    [937384.8, 0.6]
2019-04-12  [39809874.4, 0.6]  [14762811.9, 0.5]  [3349333.1, 0.6]    [947360.1, 0.6]
2019-04-15  [38394440.8, 0.6]  [14592511.4, 0.5]  [3260054.0, 0.6]    [959570.6, 0.6]
2019-04-16  [37496558.3, 0.6]  [14224423.9, 0.5]  [3335334.8, 0.6]    [946857.6, 0.6]
2019-04-17  [37223325.9, 0.6]  [13908967.9, 0.5]  [2829208.8, 0.6]    [947062.7, 0.6]
2019-04-18  [36150047.6, 0.6]  [13983839.3, 0.5]  [2974916.0, 0.6]   [1001786.7, 0.5]
2019-04-22  [35182873.5, 0.6]  [13799347.3, 0.5]  [3298766.2, 0.5]   [1040434.8, 0.5]
2019-04-23  [34766658.2, 0.6]  [13667391.2, 0.5]  [3888339.0, 0.4]   [1081539.5, 0.5]
2019-04-24  [35528748.8, 0.6]  [13951917.6, 0.5]  [4546186.7, 0.3]    [985990.5, 0.5]
2019-04-25  [35356523.7, 0.6]  [13963358.6, 0.5]  [4156151.7, 0.4]    [987712.4, 0.5]
2019-04-26  [36615193.4, 0.6]  [13798510.1, 0.5]  [4217892.2, 0.4]   [1058227.4, 0.5]
2019-04-29  [37175647.7, 0.6]  [13699726.5, 0.5]  [4327977.0, 0.4]   [1008694.7, 0.5]
2019-04-30  [55785020.7, 0.3]  [14349414.8, 0.5]  [4474782.2, 0.3]    [923347.6, 0.5]
2019-05-01  [44786984.2, 0.5]   [7325439.3, 0.8]  [4393396.0, 0.3]    [958371.1, 0.5]
2019-05-02  [44041397.5, 0.5]  [16315991.2, 0.4]  [4227875.8, 0.4]    [961011.8, 0.5]
2019-05-03  [44459173.0, 0.5]  [16023361.7, 0.4]  [4206960.1, 0.4]   [1045240.1, 0.5]
2019-05-06  [45353414.7, 0.5]  [16066886.2, 0.4]  [4172776.2, 0.4]   [1053857.6, 0.5]
2019-05-07  [45089872.4, 0.5]  [15968963.8, 0.4]  [4113170.7, 0.4]   [1076106.8, 0.5]
2019-05-08  [42687667.0, 0.5]  [16111681.4, 0.4]  [4290179.6, 0.4]   [1125871.7, 0.5]
2019-05-09  [42623472.4, 0.5]  [15854453.3, 0.4]  [4215170.7, 0.4]   [1168816.5, 0.5]
2019-05-10  [42933782.6, 0.5]  [15857690.9, 0.4]  [4120921.0, 0.4]   [1155648.8, 0.5]
2019-05-13  [42179479.8, 0.5]  [16057962.9, 0.4]  [4141545.5, 0.4]   [1233584.8, 0.4]
2019-05-14  [41410742.7, 0.5]  [16095798.0, 0.4]  [3699972.0, 0.4]   [1192800.5, 0.5]
2019-05-15  [42029345.9, 0.5]  [16223360.1, 0.4]  [3406536.0, 0.5]   [1178877.9, 0.5]
2019-05-16  [42622705.0, 0.5]  [16359527.0, 0.5]  [3325144.0, 0.5]   [1211837.4, 0.4]
2019-05-17  [43054395.0, 0.5]  [16401123.5, 0.4]  [3269403.8, 0.5]   [1139703.0, 0.5]
2019-05-20  [43976037.3, 0.5]  [16471678.3, 0.4]  [3238321.6, 0.5]   [1189596.2, 0.4]
2019-05-21  [44812905.2, 0.5]  [16380792.2, 0.4]  [3132708.7, 0.5]   [1261453.9, 0.4]
2019-05-22  [46370773.4, 0.5]  [16255873.3, 0.4]  [3038954.3, 0.5]   [1315017.2, 0.4]
2019-05-23  [46313120.9, 0.5]  [16174865.0, 0.4]  [3289917.9, 0.5]   [1343648.5, 0.3]
2019-05-24  [48749836.3, 0.5]  [15930384.2, 0.5]  [2950722.1, 0.5]   [1377893.2, 0.3]
2019-05-28  [46386685.9, 0.5]  [15814713.2, 0.5]  [3364723.3, 0.5]   [1281331.6, 0.4]
2019-05-29  [45751874.4, 0.5]  [15859049.7, 0.5]  [3424150.4, 0.5]   [1249884.9, 0.4]
2019-05-30  [44355226.0, 0.5]  [15913218.8, 0.5]  [3460913.3, 0.5]   [1241319.6, 0.4]
2019-05-31  [43891187.6, 0.5]  [15889446.7, 0.5]  [3421759.0, 0.5]   [1223471.6, 0.4]
2019-06-03  [44648707.5, 0.5]  [16182797.5, 0.4]  [3521396.4, 0.5]   [1187575.7, 0.4]
2019-06-04  [45026496.3, 0.5]  [17344660.1, 0.5]  [3521338.6, 0.5]   [1193850.2, 0.4]
2019-06-05  [48828051.6, 0.5]  [17865725.4, 0.4]  [3487059.3, 0.5]   [1291818.7, 0.4]
2019-06-06  [49775038.9, 0.4]  [17747090.3, 0.4]  [3600480.6, 0.4]    [847636.9, 0.6]
2019-06-07  [49967618.9, 0.4]  [17768025.0, 0.4]  [3974827.0, 0.4]    [954082.0, 0.6]
2019-06-10  [51798551.6, 0.4]  [17949670.0, 0.4]  [3735539.1, 0.4]    [982744.5, 0.5]
2019-06-11  [45970272.1, 0.5]  [17290463.9, 0.4]  [3682201.7, 0.4]    [964563.2, 0.5]
2019-06-12  [45177593.1, 0.5]  [17110245.5, 0.4]  [3522661.1, 0.4]    [968434.5, 0.5]
2019-06-13  [44878798.8, 0.5]  [16887353.6, 0.4]  [3542484.5, 0.4]    [948750.8, 0.5]
2019-06-14  [44886533.8, 0.5]  [16472335.0, 0.5]  [3767595.9, 0.4]    [910026.4, 0.6]
2019-06-17  [44450204.5, 0.5]  [16289631.2, 0.5]  [3982801.5, 0.4]    [908659.2, 0.6]
2019-06-18  [44327544.1, 0.5]  [15876876.8, 0.5]  [3886964.9, 0.4]    [862672.0, 0.6]
2019-06-19  [44976254.3, 0.5]  [16001838.4, 0.5]  [3746408.7, 0.4]    [857434.8, 0.6]
2019-06-20  [44426198.6, 0.5]  [15818656.0, 0.5]  [3817834.5, 0.4]    [816406.9, 0.6]
2019-06-21  [43914828.4, 0.5]  [15776910.4, 0.5]  [3867776.3, 0.4]    [906754.8, 0.6]
2019-06-24  [44383568.0, 0.5]  [16239868.4, 0.5]  [3850842.9, 0.4]    [891737.6, 0.6]
2019-06-25  [43869350.2, 0.5]  [16211350.4, 0.5]  [3822345.1, 0.4]    [865337.4, 0.6]
2019-06-26  [42915673.1, 0.5]  [16319763.4, 0.5]  [3844084.7, 0.4]    [876540.7, 0.6]
2019-06-27  [41693145.8, 0.5]  [16694772.0, 0.5]  [3873121.1, 0.4]    [885625.4, 0.6]
2019-06-28  [39704340.8, 0.5]  [16744087.8, 0.5]  [4023608.0, 0.3]    [902470.1, 0.6]
2019-07-01  [39798526.6, 0.5]  [17245073.3, 0.4]  [3918630.7, 0.3]    [992843.2, 0.6]
2019-07-02  [39551224.2, 0.5]  [17473718.1, 0.4]  [4046960.9, 0.3]   [1022335.4, 0.5]
2019-07-03  [38673721.3, 0.5]  [17573394.9, 0.4]  [4161489.9, 0.3]   [1012272.3, 0.5]
2019-07-05  [36604172.2, 0.5]  [17487686.2, 0.4]  [3997692.1, 0.3]   [1016682.4, 0.5]
2019-07-08  [36849111.2, 0.5]  [17949980.0, 0.4]  [3802433.4, 0.3]   [1018618.0, 0.5]
2019-07-09  [37186749.2, 0.5]  [18286442.9, 0.4]  [3875051.4, 0.3]   [1041010.0, 0.5]
2019-07-10  [38426106.5, 0.5]  [18485209.6, 0.4]  [3838125.8, 0.3]   [1039188.4, 0.5]
2019-07-11  [38338487.7, 0.5]  [18446278.7, 0.4]  [3875535.6, 0.3]   [1040031.6, 0.5]
2019-07-12  [38853336.3, 0.5]  [18650290.4, 0.4]  [3887197.4, 0.3]   [1049406.0, 0.5]
2019-07-15  [39265686.0, 0.5]  [18361956.5, 0.4]  [3974585.1, 0.3]   [1009021.5, 0.5]
2019-07-16  [39680549.1, 0.5]  [18107663.7, 0.4]  [4020193.1, 0.3]    [995095.2, 0.5]
2019-07-17  [38737544.0, 0.5]  [18400863.2, 0.4]  [4204207.3, 0.3]   [1041784.8, 0.5]
2019-07-18  [37018652.9, 0.5]  [18193268.9, 0.4]  [4338787.6, 0.3]   [1047663.1, 0.5]
2019-07-19  [37316883.3, 0.5]  [18354271.0, 0.4]  [4407301.7, 0.3]   [1029928.1, 0.5]
2019-07-22  [35692808.9, 0.5]  [18628498.7, 0.4]  [4266380.3, 0.3]   [1038479.7, 0.5]
2019-07-23  [38945161.7, 0.5]  [18635874.2, 0.4]  [4135152.7, 0.3]   [1102165.5, 0.5]
2019-07-24  [31588396.0, 0.6]  [17817219.8, 0.4]  [3981872.8, 0.3]   [1114761.8, 0.5]
2019-07-25  [31022137.9, 0.6]  [19279002.8, 0.3]  [4076242.2, 0.3]   [1090990.9, 0.5]
2019-07-26  [32606490.3, 0.6]  [17106579.9, 0.4]  [3985567.4, 0.3]   [1068718.7, 0.5]
2019-07-29  [32222191.1, 0.6]  [15213361.3, 0.5]  [4086334.6, 0.3]   [1011632.5, 0.5]
2019-07-30  [31601493.2, 0.6]  [17998903.4, 0.4]  [4102407.6, 0.3]    [972014.9, 0.6]
2019-07-31  [32097606.5, 0.6]  [18095989.6, 0.4]  [4163156.3, 0.3]    [981804.0, 0.5]
2019-08-01  [34602342.8, 0.5]  [18187196.1, 0.4]  [4092089.3, 0.3]   [1046031.4, 0.5]
2019-08-02  [33221130.9, 0.6]  [18277503.5, 0.4]  [4116196.7, 0.3]   [1008115.6, 0.5]
2019-08-05  [32818014.6, 0.6]  [18431276.7, 0.4]  [4183971.0, 0.3]   [1019097.7, 0.5]
2019-08-06  [32776256.2, 0.6]  [18745993.3, 0.4]  [4252108.2, 0.3]   [1010935.1, 0.5]
2019-08-07  [33965105.1, 0.5]  [18699642.3, 0.4]  [4245461.8, 0.3]   [1014228.2, 0.5]
2019-08-08  [33596531.7, 0.6]  [18650201.8, 0.4]  [4259155.1, 0.3]   [1009231.2, 0.5]
2019-08-09  [33952073.2, 0.5]  [18574288.2, 0.4]  [4301069.5, 0.3]    [955062.7, 0.6]
2019-08-12  [33882440.1, 0.5]  [18284977.9, 0.4]  [4273512.6, 0.3]    [967703.1, 0.6]
2019-08-13  [33802136.1, 0.5]  [18134033.4, 0.4]  [4484386.8, 0.3]   [1004490.3, 0.6]
2019-08-14  [34303337.7, 0.5]  [18145848.0, 0.4]  [4281950.6, 0.3]   [1021309.8, 0.6]
2019-08-15  [34306110.0, 0.5]  [18377008.8, 0.4]  [4118411.6, 0.4]   [1006728.9, 0.6]
2019-08-16  [34773636.8, 0.5]  [18599433.0, 0.4]  [3814215.2, 0.4]   [1046797.4, 0.6]
2019-08-19  [33441827.0, 0.5]  [18621909.2, 0.4]  [3946505.8, 0.4]   [1053826.4, 0.6]
2019-08-20  [32784605.7, 0.6]  [18694709.6, 0.4]  [3695261.8, 0.4]   [1085099.1, 0.6]
2019-08-21  [31616510.4, 0.6]  [18379324.2, 0.4]  [3626645.6, 0.4]   [1093111.5, 0.6]
2019-08-22  [29873648.4, 0.6]  [17844395.2, 0.4]  [3610179.6, 0.4]   [1055436.3, 0.6]
2019-08-23  [29684830.5, 0.6]  [17775457.0, 0.4]  [3637292.2, 0.4]   [1099316.7, 0.6]
2019-08-26  [31202660.1, 0.6]  [17931582.2, 0.4]  [3622004.5, 0.4]   [1168684.1, 0.5]
2019-08-27  [34756538.9, 0.5]  [16543751.1, 0.4]  [3648008.7, 0.4]   [1157490.3, 0.5]
2019-08-28  [31498243.8, 0.5]  [15716650.1, 0.4]  [3616415.7, 0.4]   [1034555.0, 0.6]
2019-08-29  [29924526.1, 0.6]  [15520939.4, 0.4]  [3643723.2, 0.4]   [1250364.8, 0.4]
2019-08-30  [30069773.7, 0.6]  [15438333.2, 0.4]  [3605010.1, 0.5]   [1165010.7, 0.5]
2019-09-03  [29928658.4, 0.6]  [15358772.4, 0.4]  [3646034.5, 0.4]   [1211546.7, 0.5]
2019-09-04  [31811382.3, 0.5]  [15482157.9, 0.4]  [3702907.8, 0.4]   [1211788.0, 0.5]
2019-09-05  [30915731.2, 0.5]  [15400305.3, 0.4]  [3794170.3, 0.4]   [1187949.4, 0.5]
2019-09-06  [31207164.2, 0.5]  [15623975.1, 0.4]  [3803245.1, 0.4]   [1231102.1, 0.5]
2019-09-09  [31121877.3, 0.5]  [15674812.6, 0.4]  [3555223.5, 0.5]   [1247383.7, 0.5]
2019-09-10  [31475040.8, 0.5]  [15960985.4, 0.4]  [3451455.4, 0.5]   [1264403.3, 0.4]
2019-09-11  [31482375.9, 0.5]  [16174491.9, 0.4]  [3563282.1, 0.5]   [1299976.6, 0.4]
2019-09-12  [29700965.8, 0.5]  [15973299.9, 0.4]  [3786811.6, 0.4]   [1326277.4, 0.4]
2019-09-13  [29439205.8, 0.6]  [16169747.6, 0.4]  [3998903.8, 0.4]   [1340081.2, 0.4]
2019-09-16  [28318900.2, 0.6]  [16253298.4, 0.4]  [3906477.8, 0.4]   [1182737.8, 0.5]
2019-09-17  [30186189.8, 0.5]  [15762537.1, 0.4]  [3965314.3, 0.4]   [1232275.6, 0.4]
2019-09-18  [29793257.0, 0.5]  [15413640.2, 0.4]  [3661682.3, 0.5]   [1245641.7, 0.4]
2019-09-19  [29254926.3, 0.6]  [15304925.3, 0.4]  [3950743.3, 0.4]   [1219570.9, 0.4]
2019-09-20  [28696499.6, 0.6]  [15078049.5, 0.4]  [3968921.2, 0.4]   [1203465.2, 0.5]
2019-09-23  [34350255.5, 0.5]  [15848860.3, 0.4]  [4102837.6, 0.4]   [1216261.5, 0.5]
2019-09-24  [36570412.1, 0.4]  [16081682.6, 0.4]  [4114424.5, 0.4]   [1087490.3, 0.5]
2019-09-25  [37712816.1, 0.4]  [16338656.1, 0.4]  [3946626.2, 0.4]   [1046516.3, 0.5]
2019-09-26  [38466545.4, 0.4]  [16447239.8, 0.4]  [3887381.9, 0.4]   [1017328.7, 0.5]
2019-09-27  [40011905.3, 0.4]  [16891193.7, 0.4]  [4021629.5, 0.4]   [1023455.8, 0.5]
2019-09-30  [40251149.0, 0.4]  [16735668.7, 0.4]  [4224306.6, 0.4]   [1020622.2, 0.5]
2019-10-01  [40750653.9, 0.4]  [16804249.7, 0.4]  [4152011.4, 0.4]    [943291.2, 0.5]
2019-10-02  [39645992.6, 0.4]  [16763616.9, 0.4]  [4214197.8, 0.4]    [921814.4, 0.6]
2019-10-03  [40579767.7, 0.4]  [16977456.6, 0.4]  [4291927.2, 0.4]    [952979.2, 0.5]
2019-10-04  [41185923.2, 0.4]  [17071247.3, 0.4]  [4435983.2, 0.4]    [967019.1, 0.5]
2019-10-07  [39995332.8, 0.4]  [17368254.2, 0.4]  [4493948.1, 0.4]    [981857.2, 0.5]
2019-10-08  [38857857.4, 0.4]  [17372721.5, 0.4]  [4622638.5, 0.4]   [1001696.5, 0.5]
2019-10-09  [38769834.2, 0.4]  [17163955.4, 0.4]  [4687728.1, 0.4]    [923243.8, 0.6]
2019-10-10  [38114056.7, 0.4]  [16911497.4, 0.4]  [4722323.8, 0.4]    [885103.0, 0.6]
2019-10-11  [37150918.4, 0.4]  [16536616.0, 0.4]  [4889072.9, 0.3]    [883561.9, 0.6]
2019-10-14  [37498214.8, 0.4]  [16501045.4, 0.4]  [5070638.3, 0.3]    [851899.4, 0.6]
2019-10-15  [37121959.9, 0.4]  [16250302.6, 0.4]  [5207150.5, 0.3]    [743414.1, 0.6]
2019-10-16  [38231329.4, 0.4]  [16594507.9, 0.4]  [5463027.2, 0.3]    [765769.6, 0.6]
2019-10-17  [38399310.8, 0.4]  [16245908.5, 0.4]  [5386125.4, 0.3]    [744659.3, 0.6]
2019-10-18  [36791708.3, 0.4]  [15963782.2, 0.4]  [5254730.6, 0.3]    [731631.3, 0.6]
2019-10-21  [37979388.1, 0.4]  [18690545.7, 0.3]  [5084869.7, 0.3]    [739377.2, 0.6]
2019-10-22  [38654139.5, 0.4]  [18251378.8, 0.3]  [5083709.9, 0.3]    [781213.6, 0.6]
2019-10-23  [36721499.9, 0.4]  [17685093.4, 0.3]  [5156993.7, 0.3]    [750006.7, 0.6]
2019-10-24  [34882833.5, 0.4]  [17420817.9, 0.3]  [5188788.0, 0.3]    [663743.0, 0.6]
2019-10-25  [38618781.6, 0.4]  [17602932.7, 0.3]  [5080952.6, 0.3]    [693971.4, 0.6]
2019-10-28  [33561475.5, 0.5]  [17973145.2, 0.3]  [4631893.6, 0.4]    [649857.1, 0.6]
2019-10-29  [46225192.1, 0.3]  [20075825.6, 0.2]  [4561515.4, 0.4]    [640865.4, 0.6]
2019-10-30  [48272496.5, 0.2]  [19227408.3, 0.2]  [4603241.3, 0.4]    [668161.7, 0.6]
2019-10-31  [48866679.4, 0.2]  [19326615.0, 0.2]  [4708584.8, 0.4]    [740826.0, 0.6]
2019-11-01  [48943496.5, 0.2]  [19349858.1, 0.2]  [4789046.2, 0.4]    [902436.3, 0.5]
2019-11-04  [48768306.9, 0.2]  [19092285.1, 0.2]  [4964400.7, 0.4]   [1009358.4, 0.4]
2019-11-05  [48694027.7, 0.2]  [19167124.2, 0.2]  [4810771.2, 0.4]   [1009814.5, 0.4]
2019-11-06  [47589474.3, 0.2]  [19076039.3, 0.3]  [4656161.4, 0.4]   [1120071.9, 0.3]
2019-11-07  [47273150.3, 0.2]  [18961842.2, 0.2]  [4538588.8, 0.4]   [1202244.9, 0.3]
2019-11-08  [47532483.6, 0.2]  [19460473.5, 0.2]  [4583041.9, 0.4]   [1101969.2, 0.4]
2019-11-11  [47038319.5, 0.2]  [19915328.4, 0.2]  [4562976.1, 0.4]   [1130708.9, 0.3]
2019-11-12  [46268791.6, 0.2]  [19815146.8, 0.2]  [4457441.7, 0.4]   [1132631.3, 0.3]
2019-11-13  [45955486.3, 0.2]  [19824262.5, 0.2]  [4641711.4, 0.4]   [1141706.1, 0.3]
2019-11-14  [46956233.9, 0.2]  [20141367.5, 0.2]  [4662420.9, 0.4]   [1148453.6, 0.3]
2019-11-15  [46852051.2, 0.2]  [20645243.1, 0.2]  [4635531.6, 0.4]   [1130500.9, 0.3]
2019-11-18  [46453840.7, 0.2]  [20264027.1, 0.2]  [4433157.4, 0.4]   [1111438.1, 0.3]
2019-11-19  [46077986.5, 0.2]  [19969538.0, 0.2]  [4369464.6, 0.4]   [1064347.0, 0.4]
2019-11-20  [45798440.0, 0.2]  [20104254.5, 0.2]  [4329897.1, 0.4]   [1057737.9, 0.4]
2019-11-21  [45945280.1, 0.2]  [20601750.5, 0.2]  [4428485.5, 0.4]   [1023236.6, 0.4]
2019-11-22  [45696005.6, 0.2]  [20746117.4, 0.2]  [4474792.4, 0.4]   [1008231.0, 0.4]
2019-11-25  [45455269.3, 0.2]  [21102502.1, 0.2]  [4442758.3, 0.4]   [1004999.5, 0.4]
2019-11-26  [45769062.5, 0.2]  [20887890.8, 0.2]  [4361963.2, 0.4]    [988273.2, 0.4]
2019-11-27  [45650155.6, 0.2]  [20575292.2, 0.2]  [4373218.5, 0.4]   [1023408.9, 0.4]
2019-11-29  [45241357.1, 0.2]  [20093266.0, 0.2]  [4260680.0, 0.4]   [1010497.7, 0.4]
2019-12-02  [44995468.8, 0.2]  [19183592.0, 0.2]  [4093535.2, 0.4]    [961715.3, 0.4]
2019-12-03  [46233388.7, 0.2]  [20013642.6, 0.2]  [4134748.3, 0.4]    [950741.0, 0.4]
2019-12-04  [46230551.5, 0.2]  [20076178.2, 0.2]  [4146311.0, 0.4]    [973861.1, 0.4]
2019-12-05  [46488877.7, 0.2]  [20291480.7, 0.2]  [4006495.2, 0.4]    [912523.4, 0.4]
2019-12-06  [46464227.9, 0.2]  [20241684.9, 0.2]  [3847036.3, 0.5]    [899511.5, 0.4]
2019-12-09  [46960652.9, 0.2]  [20195698.1, 0.2]  [3823070.1, 0.5]    [895739.2, 0.4]
2019-12-10  [45819342.0, 0.2]  [20266439.7, 0.2]  [3620761.4, 0.5]    [857598.7, 0.4]
2019-12-11  [45335089.2, 0.2]  [20560555.9, 0.2]  [3953064.3, 0.4]    [830498.0, 0.5]
2019-12-12  [45064289.4, 0.2]  [20290563.2, 0.2]  [3689001.6, 0.5]    [829413.2, 0.5]
2019-12-13  [45967640.9, 0.2]  [20661134.5, 0.2]  [3867232.0, 0.4]    [830277.5, 0.5]
2019-12-16  [43121528.8, 0.3]  [19374151.6, 0.2]  [3896923.8, 0.4]    [812286.0, 0.5]
2019-12-17  [42213963.5, 0.3]  [17770603.2, 0.3]  [3939137.2, 0.4]    [820991.2, 0.5]
2019-12-18  [41737238.0, 0.3]  [17261692.2, 0.3]  [3952884.1, 0.4]    [816487.4, 0.5]
2019-12-19  [41790121.3, 0.3]  [17222376.0, 0.3]  [3889228.5, 0.4]    [821464.2, 0.5]
2019-12-20  [41888629.4, 0.3]  [17221839.4, 0.3]  [3956912.0, 0.4]    [820404.2, 0.5]
2019-12-23  [43350096.7, 0.3]  [16466486.1, 0.4]  [4153872.7, 0.4]    [803357.7, 0.5]
2019-12-24  [45147367.6, 0.2]  [21913317.0, 0.2]  [4205659.1, 0.4]    [835401.5, 0.5]
2019-12-26  [43225779.3, 0.2]  [20728347.6, 0.2]  [4304003.1, 0.4]    [849815.5, 0.5]
2019-12-27  [49901329.0, 0.1]  [19567408.8, 0.2]  [4085533.1, 0.4]    [810943.2, 0.5]
2019-12-30  [44814397.8, 0.2]  [19522160.7, 0.2]  [4098431.3, 0.4]    [814568.2, 0.4]
2019-12-31  [44979444.5, 0.2]  [19320205.2, 0.2]  [4109472.3, 0.4]    [797390.4, 0.5]
**************************************************************************************************
Printing values of coeff: A and B in AR(1) 10-day rolling model
**************************************************************************************************
             AMZN_10_2020_Coeff   GOOG_10_2020_Coeff    AAL_10_2020_Coeff   NCLH_10_2020_Coeff
Date                                                                                          
2020-01-16    [19829873.9, 0.7]   [31597299.8, -0.0]   [12031489.7, -0.5]      [838169.7, 0.4]
2020-01-17    [14415560.6, 0.8]    [27077962.3, 0.1]    [9245565.9, -0.3]      [659821.1, 0.5]
2020-01-21    [46140901.0, 0.3]   [50614962.3, -0.6]   [10186069.8, -0.4]      [834531.3, 0.3]
2020-01-22    [53623472.7, 0.2]    [28153529.4, 0.2]   [11910845.6, -0.5]      [257914.5, 0.9]
2020-01-23    [59315201.1, 0.1]    [29993434.0, 0.1]     [7804781.0, 0.1]     [-595530.6, 1.6]
2020-01-24    [57996494.6, 0.1]    [29745116.0, 0.1]     [7160665.5, 0.4]     [1057398.1, 0.4]
2020-01-27   [72926644.1, -0.1]    [30281983.4, 0.1]     [7270467.2, 0.4]     [1352871.4, 0.2]
2020-01-28   [73510735.0, -0.1]    [30108552.9, 0.1]     [7710533.9, 0.5]     [1364519.8, 0.3]
2020-01-29   [74028524.2, -0.1]    [30398129.2, 0.1]     [9210855.3, 0.3]     [1774190.8, 0.1]
2020-01-30    [56273042.5, 0.1]    [29636394.4, 0.1]    [10281660.5, 0.3]     [1941982.8, 0.0]
2020-01-31  [129168175.1, -0.9]    [30427015.4, 0.1]    [12000486.9, 0.2]    [2812380.1, -0.3]
2020-02-03   [-85389090.2, 2.6]    [27101403.4, 0.2]    [13972216.2, 0.1]    [3021144.1, -0.4]
2020-02-04    [73455297.5, 0.3]     [9731131.8, 0.8]    [10658491.1, 0.2]    [3116837.9, -0.4]
2020-02-05    [78220989.3, 0.3]    [-5062426.0, 1.3]    [10078221.9, 0.3]    [2996981.4, -0.4]
2020-02-06    [84891221.6, 0.2]    [22198381.2, 0.5]     [5137479.1, 0.5]    [2750100.1, -0.2]
2020-02-07    [83313207.1, 0.2]    [20903935.5, 0.5]     [4734805.8, 0.5]    [2815521.1, -0.3]
2020-02-10    [89564018.0, 0.2]    [18217459.7, 0.5]     [7063648.4, 0.2]    [2792826.2, -0.3]
2020-02-11    [98050684.7, 0.2]    [18410842.7, 0.5]   [16478740.4, -0.7]    [2592698.6, -0.2]
2020-02-12   [115234084.4, 0.1]    [19721975.9, 0.5]   [13897804.3, -0.4]    [3311287.8, -0.5]
2020-02-13   [104027517.3, 0.1]    [18098174.3, 0.5]   [13549152.9, -0.4]    [2320505.3, -0.1]
2020-02-14    [73685480.7, 0.1]     [9138257.8, 0.7]   [13599524.9, -0.4]    [2700247.3, -0.3]
2020-02-18    [41962296.7, 0.5]    [10130418.0, 0.6]   [12709489.0, -0.4]    [2675529.6, -0.3]
2020-02-19    [42200570.6, 0.4]    [16817670.1, 0.3]   [12277162.5, -0.3]    [2642122.8, -0.2]
2020-02-20    [34040911.3, 0.5]    [11922757.0, 0.5]   [12364552.2, -0.4]    [2601524.9, -0.2]
2020-02-21    [33648311.8, 0.5]    [19156899.6, 0.2]   [12625141.9, -0.4]     [1053473.1, 0.7]
2020-02-24    [31698905.8, 0.6]    [21165115.6, 0.1]   [13410975.3, -0.4]     [1325836.3, 0.6]
2020-02-25    [25981246.1, 0.7]   [-15290606.9, 1.8]     [8194527.0, 0.2]      [756123.2, 0.9]
2020-02-26    [25161189.3, 0.7]     [6498521.7, 0.9]     [2142362.3, 0.9]     [1151742.4, 0.8]
2020-02-27    [17316388.6, 0.8]     [8784039.5, 0.8]     [3590405.6, 0.8]      [992360.4, 0.9]
2020-02-28    [13607082.7, 1.0]     [9403428.3, 0.9]     [2104343.0, 1.0]      [612900.3, 1.1]
2020-03-02    [13847116.4, 1.0]     [5349767.9, 1.0]     [3160327.0, 1.0]     [1754256.9, 0.8]
2020-03-03    [43458546.9, 0.7]    [19412247.8, 0.6]     [3147035.5, 1.0]     [2706446.9, 0.6]
2020-03-04    [60441474.5, 0.6]    [26555592.4, 0.5]     [6574494.1, 0.8]     [3991000.3, 0.5]
2020-03-05    [93820682.4, 0.3]    [37424722.2, 0.3]     [7300289.2, 0.9]     [3500458.7, 0.5]
2020-03-06    [98660938.1, 0.3]    [50942128.1, 0.0]    [10934050.2, 0.8]     [4715300.0, 0.4]
2020-03-09    [79871306.8, 0.4]    [45121184.7, 0.1]     [4366355.5, 1.0]     [3619625.2, 0.6]
2020-03-10    [97280263.8, 0.3]    [45190014.9, 0.2]    [15166748.9, 0.6]     [3842406.2, 0.6]
2020-03-11   [102938254.4, 0.3]    [50691758.7, 0.1]    [23483958.9, 0.5]    [-2411987.2, 1.4]
2020-03-12    [81375523.6, 0.4]    [46167125.5, 0.1]    [34091992.3, 0.2]     [1102174.0, 1.0]
2020-03-13  [144039655.2, -0.1]   [56900346.0, -0.0]    [41900689.4, 0.1]     [-342768.2, 1.2]
2020-03-16   [108544320.0, 0.2]    [32469228.8, 0.5]    [40862838.0, 0.2]    [-1740569.6, 1.4]
2020-03-17   [100522826.6, 0.3]    [27200858.9, 0.6]    [22830101.4, 0.6]     [5270029.5, 0.9]
2020-03-18    [90524496.2, 0.5]    [36919946.4, 0.5]    [44613268.5, 0.2]     [8020436.7, 0.7]
2020-03-19   [115505269.7, 0.3]    [38052103.8, 0.5]    [49525289.9, 0.2]     [9942487.8, 0.6]
2020-03-20   [149981122.9, 0.2]    [49772902.1, 0.3]    [46123640.6, 0.3]    [10665336.1, 0.6]
2020-03-23   [161962303.7, 0.1]    [49161274.4, 0.3]    [52389961.8, 0.2]    [17006377.7, 0.4]
2020-03-24  [187176635.3, -0.0]    [58302919.3, 0.2]    [54664876.4, 0.1]    [17057858.1, 0.4]
2020-03-25  [225917603.1, -0.2]  [103802440.4, -0.3]   [78970214.5, -0.1]    [21809417.8, 0.3]
2020-03-26    [67698968.1, 0.6]  [113494152.2, -0.5]    [68140700.6, 0.1]    [15378004.1, 0.6]
2020-03-27    [16387685.0, 0.9]  [117292008.6, -0.5]   [78393357.6, -0.0]     [9514847.1, 0.7]
2020-03-30     [-636805.1, 1.0]   [90161401.6, -0.2]    [70321948.5, 0.0]     [9685654.7, 0.7]
2020-03-31    [18729733.6, 0.8]    [42796179.2, 0.4]    [50315898.4, 0.3]    [11877654.0, 0.7]
2020-04-01     [5520188.3, 0.9]    [22865967.6, 0.6]    [31392718.2, 0.5]    [13935021.5, 0.6]
2020-04-02    [11273513.4, 0.8]    [10470209.7, 0.8]    [33007945.2, 0.5]    [19982914.0, 0.5]
2020-04-03    [31464142.0, 0.7]     [2674275.8, 0.9]    [34425513.3, 0.5]    [19811793.8, 0.5]
2020-04-06     [7530197.3, 0.9]    [12646358.4, 0.7]    [38686787.5, 0.5]    [19410742.2, 0.5]
2020-04-07    [53134416.7, 0.5]    [12567938.6, 0.8]    [21399432.6, 0.7]    [17698609.2, 0.5]
2020-04-08    [63159174.5, 0.4]    [17021050.2, 0.6]     [-593704.0, 1.1]    [18742683.2, 0.5]
2020-04-09    [74118707.9, 0.2]    [19648220.7, 0.6]    [34349107.8, 0.5]    [35386251.4, 0.0]
2020-04-13    [80883158.0, 0.1]    [32940446.9, 0.3]    [37325286.2, 0.6]   [48528948.3, -0.3]
2020-04-14   [99722638.2, -0.0]    [27998208.8, 0.4]    [53775361.4, 0.4]   [47142332.4, -0.3]
2020-04-15    [32183020.7, 0.7]   [46875714.1, -0.1]    [65199466.1, 0.3]   [48290767.7, -0.3]
2020-04-16    [45704456.1, 0.6]   [56450930.0, -0.3]   [97878511.9, -0.0]   [48380046.4, -0.3]
2020-04-17    [16367045.2, 1.0]   [60369344.2, -0.4]  [124614462.0, -0.3]   [36692429.5, -0.0]
2020-04-20    [83536018.2, 0.4]   [61422707.6, -0.4]  [123659993.0, -0.3]    [33340847.6, 0.1]
2020-04-21    [84202012.6, 0.4]   [56592876.6, -0.4]   [95325051.8, -0.1]    [27918621.5, 0.2]
2020-04-22    [96455226.3, 0.3]   [67560846.5, -0.6]    [71270552.5, 0.1]    [26558934.6, 0.1]
2020-04-23   [115170599.0, 0.2]   [69421361.3, -0.7]    [69744386.7, 0.1]    [19622219.5, 0.3]
2020-04-24   [121056958.5, 0.2]   [68873016.8, -0.7]    [63630682.0, 0.1]    [15531791.7, 0.3]
2020-04-27    [93152075.7, 0.3]   [54785210.7, -0.4]    [60393395.7, 0.2]    [15860571.6, 0.3]
2020-04-28    [87983746.3, 0.3]   [42774949.8, -0.1]    [60039062.4, 0.2]   [25962973.5, -0.1]
2020-04-29    [83719627.8, 0.3]   [54283084.7, -0.4]    [58828373.5, 0.2]     [2659381.6, 1.0]
2020-04-30    [71755978.9, 0.3]     [8714597.7, 0.9]    [31273918.1, 0.6]   [-22285755.7, 2.1]
2020-05-01  [141901266.5, -0.3]    [21517282.1, 0.5]    [32910102.9, 0.6]     [3946632.4, 1.0]
2020-05-04    [71239012.3, 0.5]    [24524811.9, 0.5]    [35432808.3, 0.6]     [9540901.9, 0.8]
2020-05-05    [94646848.9, 0.2]    [20375340.5, 0.5]    [40310736.4, 0.6]    [11399922.2, 0.7]
2020-05-06    [77323236.6, 0.3]    [19206319.3, 0.5]    [51507238.6, 0.4]    [22082921.0, 0.8]
2020-05-07    [62348314.9, 0.4]    [16536422.5, 0.6]    [59715129.1, 0.4]    [31440402.4, 0.6]
2020-05-08    [59118158.8, 0.5]    [15923977.1, 0.6]    [56770653.7, 0.4]    [41278995.8, 0.5]
2020-05-11    [44877070.2, 0.5]    [15122110.0, 0.6]    [50193986.0, 0.4]    [48718482.3, 0.4]
2020-05-12    [40581497.7, 0.6]     [7312731.8, 0.7]     [9383496.1, 0.8]    [53354210.7, 0.3]
2020-05-13    [37171009.4, 0.6]    [13216710.2, 0.5]    [11506202.6, 0.8]    [45044299.4, 0.4]
2020-05-14    [29771122.1, 0.6]    [18923369.8, 0.4]    [20584856.8, 0.7]    [45824898.5, 0.4]
2020-05-15    [55677710.6, 0.2]    [28459823.8, 0.0]    [23685849.5, 0.6]    [50820618.9, 0.3]
2020-05-18   [76774546.3, -0.1]    [25682039.7, 0.2]    [33682850.0, 0.4]    [54070284.8, 0.3]
2020-05-19    [56771340.5, 0.2]    [20273068.5, 0.3]   [66494340.1, -0.1]    [35410969.3, 0.5]
2020-05-20    [56510042.3, 0.3]    [25177718.6, 0.2]   [77172711.9, -0.3]    [53459049.4, 0.2]
2020-05-21    [61408971.5, 0.2]   [31927716.2, -0.0]   [79256751.4, -0.4]   [62633400.2, -0.0]
2020-05-22    [68885643.4, 0.2]   [36371502.0, -0.2]   [67910595.2, -0.2]   [67707541.7, -0.1]
2020-05-26  [114931153.3, -0.4]   [34340768.2, -0.1]   [57719374.4, -0.1]    [64178065.2, 0.0]
2020-05-27  [113324129.7, -0.4]   [47847121.4, -0.5]   [89374209.8, -0.5]   [81818322.9, -0.2]
2020-05-28  [116491410.1, -0.4]   [38800202.6, -0.2]    [51734090.6, 0.2]   [99100148.5, -0.4]
2020-05-29  [123282824.2, -0.5]   [38874348.0, -0.2]    [51992443.3, 0.2]   [95736725.2, -0.3]
2020-06-01  [105769465.9, -0.3]   [38128027.5, -0.2]    [51903226.1, 0.2]  [105088888.0, -0.3]
2020-06-02   [93808425.5, -0.2]   [41944273.7, -0.3]    [40523161.6, 0.3]   [78321433.8, -0.1]
2020-06-03   [74302246.4, -0.0]   [31542491.7, -0.0]    [37555230.5, 0.4]    [55201524.8, 0.3]
2020-06-04    [62211858.4, 0.1]    [25110361.7, 0.2]    [48052566.4, 0.3]    [65716847.8, 0.1]
2020-06-05    [61782173.7, 0.0]    [24791039.3, 0.2]    [-2901508.1, 1.6]    [62131520.7, 0.2]
2020-06-08    [51267119.9, 0.2]    [27427835.2, 0.1]    [46484504.1, 1.0]    [46413004.9, 0.5]
2020-06-09    [49613771.3, 0.3]    [20807964.0, 0.3]    [76111507.9, 0.5]    [37755255.7, 0.6]
2020-06-10    [40362652.0, 0.4]    [21677028.1, 0.3]    [75475650.3, 0.5]    [37387464.2, 0.5]
2020-06-11     [5702367.9, 1.0]    [24452182.1, 0.2]    [89433829.3, 0.5]    [29110923.3, 0.7]
2020-06-12    [-2816678.8, 1.1]    [28362736.0, 0.0]    [97660161.3, 0.5]    [32147733.3, 0.7]
2020-06-15     [9808706.8, 0.9]    [10786078.4, 0.7]   [116581138.7, 0.4]    [42088211.3, 0.6]
2020-06-16    [27684130.8, 0.7]    [19711128.3, 0.4]   [133604668.7, 0.3]    [71769045.2, 0.3]
2020-06-17    [32769763.7, 0.6]    [25430746.3, 0.2]   [144405449.3, 0.3]    [85275352.1, 0.2]
2020-06-18    [30750681.3, 0.6]    [28387609.2, 0.1]    [48772475.6, 0.6]    [74810017.5, 0.2]
2020-06-19    [17038564.3, 0.8]    [26099297.1, 0.2]    [91748354.4, 0.2]    [28427550.7, 0.7]
2020-06-22    [60500564.6, 0.3]    [33517540.0, 0.1]    [77307864.2, 0.3]    [40982954.1, 0.5]
2020-06-23    [68573945.0, 0.2]   [44610727.3, -0.2]    [70710782.8, 0.4]    [31829566.4, 0.6]
2020-06-24    [72849263.2, 0.1]   [45015082.9, -0.2]    [69095945.4, 0.4]    [14756599.0, 0.7]
2020-06-25    [78272779.7, 0.0]   [42983679.9, -0.2]    [75380820.5, 0.4]    [37222148.9, 0.5]
2020-06-26   [97826466.9, -0.3]   [41467168.9, -0.2]    [72187516.4, 0.4]    [56978162.4, 0.2]
2020-06-29  [128016838.6, -0.6]   [62924434.7, -0.7]    [68996631.5, 0.4]    [58003042.6, 0.1]
2020-06-30  [107458039.3, -0.3]   [52139952.7, -0.3]    [68922666.1, 0.4]    [61154465.1, 0.0]
2020-07-01  [113531679.7, -0.4]   [54186138.0, -0.3]    [64288166.1, 0.4]    [57494807.9, 0.0]
2020-07-02  [144254091.2, -0.6]   [56771284.2, -0.3]    [89577064.1, 0.3]    [54652209.6, 0.1]
2020-07-06  [110743311.5, -0.2]   [50810233.9, -0.3]    [94901472.8, 0.2]    [46756560.1, 0.1]
2020-07-07    [83452773.9, 0.2]   [48722373.2, -0.2]    [77389519.2, 0.3]    [41147938.5, 0.2]
2020-07-08    [93884985.9, 0.1]   [48965793.3, -0.2]    [59720127.2, 0.4]    [21563499.2, 0.5]
2020-07-09    [98758836.9, 0.1]   [46323945.7, -0.2]    [74437985.2, 0.2]    [19081147.3, 0.5]
2020-07-10  [119782501.3, -0.1]   [44786081.9, -0.2]    [87550090.4, 0.0]    [12952589.2, 0.6]
2020-07-13    [98311612.7, 0.1]    [29759906.9, 0.1]  [102271703.2, -0.2]    [21454500.2, 0.5]
2020-07-14    [92357459.2, 0.2]    [15128487.4, 0.5]  [121947498.3, -0.4]    [24767229.7, 0.3]
2020-07-15   [117815690.6, 0.1]    [18452636.1, 0.4]    [80847810.4, 0.0]    [22906155.9, 0.4]
2020-07-16   [117393435.1, 0.1]    [18493584.3, 0.4]  [123528137.4, -0.5]   [51157598.2, -0.3]
2020-07-17   [119019124.6, 0.0]    [20725468.8, 0.3]  [111809288.1, -0.3]    [22959620.6, 0.5]
2020-07-20  [122452301.7, -0.0]    [17633024.7, 0.4]  [109827409.3, -0.3]    [21006837.4, 0.6]
2020-07-21  [146895007.4, -0.2]    [18369324.2, 0.4]  [102444498.8, -0.3]    [27933844.8, 0.5]
2020-07-22  [166035487.1, -0.3]    [20991466.6, 0.3]   [94157370.2, -0.2]    [30968426.2, 0.4]
2020-07-23  [159826046.1, -0.3]     [3615519.5, 0.8]   [81844452.6, -0.1]    [33858263.7, 0.4]
2020-07-24  [134333036.5, -0.1]    [19159410.3, 0.3]   [99750811.5, -0.3]    [33700087.4, 0.4]
2020-07-27   [116844142.2, 0.0]    [23280477.6, 0.2]  [102478169.9, -0.4]    [31431592.3, 0.4]
2020-07-28  [132514752.6, -0.2]    [25814033.6, 0.1]  [103315890.4, -0.3]    [33138733.2, 0.4]
2020-07-29    [89698482.1, 0.1]   [31502994.8, -0.1]   [79883916.5, -0.1]    [14911183.2, 0.6]
2020-07-30    [57167537.7, 0.4]   [36671765.7, -0.3]  [101038582.4, -0.5]    [16844993.2, 0.5]
2020-07-31    [80866798.0, 0.2]   [40266666.1, -0.4]   [89950694.2, -0.4]    [24757017.6, 0.3]
2020-08-03    [61639916.9, 0.4]    [18779025.6, 0.5]   [79860285.9, -0.3]    [29683844.2, 0.1]
2020-08-04    [76165966.1, 0.2]    [22886268.4, 0.4]   [75378375.2, -0.3]   [42334226.0, -0.3]
2020-08-05    [72023182.0, 0.3]    [27126325.8, 0.3]   [73825244.7, -0.2]   [43850120.0, -0.3]
2020-08-06    [61668587.1, 0.4]    [27159702.2, 0.3]   [64000561.2, -0.1]   [39947486.8, -0.2]
2020-08-07    [58994373.1, 0.4]    [28550735.0, 0.3]     [4509980.6, 1.1]   [36187106.0, -0.1]
2020-08-10    [55032578.6, 0.4]    [31668677.5, 0.2]    [38571594.7, 0.4]   [37242292.9, -0.1]
2020-08-11    [54388553.0, 0.4]    [28918979.7, 0.2]    [48661192.2, 0.4]   [39837252.2, -0.2]
2020-08-12    [61064652.7, 0.4]    [29635343.4, 0.2]    [45461099.5, 0.5]    [16527903.7, 0.6]
2020-08-13    [32256290.4, 0.6]    [27332057.3, 0.3]    [62303026.2, 0.3]    [31037227.3, 0.2]
2020-08-14    [45956889.8, 0.4]    [16567577.3, 0.5]    [66674905.6, 0.2]    [35527233.7, 0.0]
2020-08-17    [18930810.1, 0.7]    [10749295.3, 0.6]    [64919510.1, 0.3]    [23575699.8, 0.3]
2020-08-18    [23636995.9, 0.6]     [7653748.3, 0.7]    [65359657.6, 0.2]    [16059439.3, 0.5]
2020-08-19   [85759257.7, -0.2]    [19059337.0, 0.4]    [35510582.6, 0.5]     [7455578.7, 0.7]
2020-08-20    [64843560.6, 0.1]    [26367673.9, 0.1]    [43354888.5, 0.3]    [13947269.1, 0.5]
2020-08-21    [67302040.5, 0.0]    [25009790.0, 0.2]    [29139720.3, 0.6]    [11800805.1, 0.6]
2020-08-24    [66385116.3, 0.1]    [25934808.4, 0.2]    [15292578.7, 0.6]     [8460009.3, 0.6]
2020-08-25    [67648666.8, 0.1]    [25887513.8, 0.2]    [49881140.1, 0.1]    [23230889.9, 0.1]
2020-08-26    [66063702.4, 0.1]   [36048211.5, -0.1]    [52943635.4, 0.1]   [28938018.3, -0.2]
2020-08-27    [66844389.3, 0.2]   [-18070786.4, 1.7]    [53962411.3, 0.0]   [29896669.2, -0.2]
2020-08-28    [83427183.1, 0.0]    [32525155.5, 0.2]   [70179567.8, -0.1]    [26861891.0, 0.1]
2020-08-31  [103480250.5, -0.2]    [34470422.8, 0.1]   [72328976.8, -0.2]    [24697041.0, 0.2]
2020-09-01   [85582344.1, -0.0]    [33051023.0, 0.2]   [74121203.0, -0.2]    [30647062.0, 0.1]
2020-09-02   [84255092.7, -0.0]    [33218144.2, 0.2]   [80143134.9, -0.2]    [28556554.2, 0.1]
2020-09-03   [83786360.8, -0.0]    [36160141.6, 0.1]   [84272664.9, -0.3]    [26134271.0, 0.2]
2020-09-04  [108075536.6, -0.2]    [37904070.1, 0.2]  [103811394.8, -0.5]   [44602706.3, -0.3]
2020-09-08    [47006336.3, 0.6]    [43480153.7, 0.1]   [92664844.1, -0.3]    [32646367.9, 0.1]
2020-09-09    [62817892.9, 0.4]    [44193354.3, 0.1]  [104644248.7, -0.5]    [31135424.3, 0.1]
2020-09-10    [52441678.1, 0.5]    [37604097.8, 0.1]  [102705009.6, -0.5]    [27688375.9, 0.2]
2020-09-11    [50331335.1, 0.5]    [16565884.7, 0.6]   [82442244.1, -0.2]    [26916622.7, 0.2]
2020-09-14    [60512691.7, 0.5]    [17443704.8, 0.6]    [60945011.3, 0.0]    [27000082.9, 0.1]
2020-09-15    [59579262.7, 0.5]    [15048805.9, 0.6]    [49524307.2, 0.2]    [22620046.0, 0.2]
2020-09-16    [64787693.5, 0.4]    [10702455.2, 0.7]    [24418285.4, 0.6]    [25166531.4, 0.2]
2020-09-17    [70334502.2, 0.4]     [4428928.0, 0.8]    [41292079.1, 0.3]    [28187792.3, 0.1]
2020-09-18    [44166707.7, 0.6]    [13452937.4, 0.6]    [40445636.9, 0.3]    [13864681.7, 0.4]
2020-09-21    [61030863.8, 0.5]    [17509209.9, 0.6]    [41532428.3, 0.3]   [27524978.2, -0.0]
2020-09-22    [62219092.2, 0.4]    [15480468.1, 0.6]    [43983189.6, 0.2]   [31798752.0, -0.2]
2020-09-23    [59978911.6, 0.5]    [20571836.9, 0.5]   [55370779.1, -0.1]   [33056989.2, -0.2]
2020-09-24    [65501910.9, 0.4]    [20829929.2, 0.5]   [54650753.8, -0.1]   [26994022.3, -0.1]
2020-09-25    [67486044.6, 0.4]    [20104813.9, 0.5]   [54494387.2, -0.1]    [23713312.9, 0.1]
2020-09-28    [69950189.4, 0.4]    [17948344.5, 0.5]   [57171052.8, -0.1]   [35007828.4, -0.2]
2020-09-29    [72449974.5, 0.4]    [22690098.3, 0.4]   [68490894.5, -0.3]   [30660589.9, -0.1]
2020-09-30    [58373799.7, 0.5]    [24840241.6, 0.3]   [55837613.2, -0.1]   [29233180.2, -0.1]
2020-10-01    [50186672.2, 0.5]    [24756617.4, 0.3]   [65327157.0, -0.3]   [35597204.3, -0.2]
2020-10-02    [56220269.2, 0.4]    [22205309.4, 0.3]   [63359669.0, -0.2]   [35099104.3, -0.2]
2020-10-05    [41125695.5, 0.6]   [36490160.9, -0.2]   [78961167.8, -0.4]   [33565788.8, -0.2]
2020-10-06    [62283709.5, 0.3]   [44184227.9, -0.5]   [64864793.3, -0.1]   [30239339.6, -0.2]
2020-10-07    [90009993.3, 0.0]   [38331009.6, -0.3]   [78359487.5, -0.3]   [33073761.5, -0.2]
2020-10-08  [107541181.2, -0.2]   [40656902.0, -0.4]   [84034044.5, -0.3]   [34568768.4, -0.3]
2020-10-09  [100036515.5, -0.1]   [41936825.8, -0.4]   [97299217.8, -0.4]   [26358206.6, -0.1]
2020-10-12  [107242990.3, -0.2]   [37804116.1, -0.3]  [104528371.6, -0.5]   [34673351.4, -0.5]
2020-10-13    [93716836.5, 0.1]   [33276623.4, -0.1]  [104141055.7, -0.5]   [33607221.2, -0.5]
2020-10-14    [86319742.6, 0.2]    [29274334.6, 0.1]   [98928443.8, -0.4]   [28594849.4, -0.3]
2020-10-15    [85820952.3, 0.2]    [29913576.0, 0.0]   [95744228.3, -0.4]   [35718890.0, -0.7]
2020-10-16    [84405827.6, 0.2]    [29462141.2, 0.1]    [56691536.1, 0.0]   [34658535.2, -0.6]
2020-10-19    [86158516.9, 0.2]   [32944817.3, -0.0]    [36392087.9, 0.3]   [32555379.9, -0.6]
2020-10-20    [89292375.7, 0.2]   [38723552.8, -0.2]    [33029778.3, 0.3]   [21391548.3, -0.1]
2020-10-21    [90948738.9, 0.2]   [40675648.4, -0.2]    [31822400.9, 0.4]    [18398932.3, 0.0]
2020-10-22   [106123817.9, 0.1]    [31264185.3, 0.2]    [32464367.0, 0.3]    [15997181.4, 0.1]
2020-10-23   [104549274.2, 0.1]   [45469882.9, -0.2]   [68369581.3, -0.4]    [14815944.6, 0.1]
2020-10-26    [53655628.5, 0.4]    [31947769.7, 0.1]    [29208151.3, 0.5]    [14491151.8, 0.2]
2020-10-27    [76420674.5, 0.2]    [30407346.3, 0.1]    [21761094.3, 0.6]     [9535831.3, 0.5]
2020-10-28    [90580190.7, 0.1]    [29107909.2, 0.1]    [24785776.0, 0.6]    [13929010.3, 0.2]
2020-10-29  [101931321.1, -0.0]    [31213157.1, 0.1]    [30143516.7, 0.5]   [18310106.6, -0.0]
2020-10-30    [93171289.9, 0.1]    [33006620.5, 0.1]    [37278706.0, 0.4]    [17528424.1, 0.0]
2020-11-02    [31617716.4, 0.8]    [27835665.7, 0.4]    [35447900.1, 0.4]    [20544127.1, 0.1]
2020-11-03    [43855610.5, 0.6]    [32844074.1, 0.2]    [33515921.7, 0.5]    [21545711.7, 0.1]
2020-11-04    [61072520.1, 0.5]    [32307364.1, 0.2]    [36203301.3, 0.4]   [25056498.0, -0.1]
2020-11-05    [78195830.1, 0.4]    [38757887.5, 0.2]     [7688884.9, 0.8]   [24946940.0, -0.1]
2020-11-06   [105090981.2, 0.2]    [46026418.8, 0.0]    [17845168.0, 0.6]   [22765838.1, -0.0]
2020-11-09    [92858371.0, 0.2]   [47173170.7, -0.0]    [26901538.9, 0.4]    [19945564.9, 0.0]
2020-11-10   [119061629.6, 0.1]   [52181398.4, -0.1]  [201699103.1, -2.7]   [36014343.1, -0.4]
2020-11-11  [133800342.4, -0.0]   [60291127.3, -0.2]    [58480932.2, 0.2]    [27237756.2, 0.1]
2020-11-12  [130884944.3, -0.1]   [63582372.5, -0.3]    [62600745.1, 0.2]    [28382548.0, 0.0]
2020-11-13    [98499881.1, 0.1]    [39618833.5, 0.0]    [66208374.7, 0.2]    [25340810.0, 0.1]
2020-11-16    [97998970.0, 0.1]   [40446423.3, -0.0]    [69763382.5, 0.2]    [24669259.2, 0.1]
2020-11-17    [66747842.8, 0.4]    [34766529.0, 0.1]    [81988862.8, 0.1]    [28460451.7, 0.1]
2020-11-18    [42380056.8, 0.5]    [21953578.9, 0.3]    [90496625.2, 0.0]   [32810135.0, -0.0]
2020-11-19    [30924714.8, 0.6]    [17117021.9, 0.4]  [101971029.0, -0.1]   [42645868.2, -0.1]
2020-11-20    [24826861.4, 0.7]    [15910050.5, 0.5]  [114860730.6, -0.2]   [51065911.6, -0.3]
2020-11-23    [22716040.7, 0.6]    [21018177.1, 0.3]    [56083052.2, 0.2]    [35526375.9, 0.0]
2020-11-24    [51792624.1, 0.3]    [24270582.0, 0.2]  [103444964.4, -0.3]    [35108915.3, 0.0]
2020-11-25    [49274304.5, 0.3]    [16446785.8, 0.5]    [85669480.5, 0.0]    [36378281.3, 0.0]
2020-11-27    [58254052.7, 0.2]    [17151917.7, 0.4]    [78696209.9, 0.1]   [39378110.6, -0.1]
2020-11-30    [63594194.0, 0.1]    [12189467.6, 0.5]    [86604493.8, 0.0]   [39456338.8, -0.1]
2020-12-01   [81395023.8, -0.2]    [19628661.8, 0.4]    [82077805.5, 0.1]    [31766745.0, 0.1]
2020-12-02    [71257386.1, 0.0]    [20911248.7, 0.3]    [80069499.5, 0.1]    [27872349.8, 0.2]
2020-12-03   [80271000.8, -0.1]    [23421872.6, 0.2]    [70652111.1, 0.2]    [19336286.8, 0.3]
2020-12-04   [81677058.5, -0.1]    [23324430.1, 0.2]    [90762757.6, 0.1]    [26393177.8, 0.1]
2020-12-07   [74649717.3, -0.0]    [16762585.8, 0.4]   [104385919.3, 0.0]    [24795049.3, 0.1]
2020-12-08    [59522286.1, 0.1]    [23340671.1, 0.1]   [107441211.4, 0.1]    [25192633.9, 0.1]
2020-12-09    [62892516.7, 0.0]    [25815749.7, 0.0]   [103474761.3, 0.0]    [24930165.9, 0.1]
2020-12-10    [66304446.3, 0.0]    [25875589.3, 0.0]   [108047263.8, 0.0]    [27830877.5, 0.0]
2020-12-11    [64744525.0, 0.1]   [32297278.0, -0.2]  [121162818.7, -0.1]   [30063212.8, -0.0]
2020-12-14    [45380832.8, 0.3]    [19724677.1, 0.3]  [130070474.5, -0.1]   [30007803.2, -0.0]
2020-12-15   [68055633.8, -0.0]   [36254847.1, -0.4]  [137121111.9, -0.2]   [30127632.5, -0.0]
2020-12-16    [62810822.4, 0.0]   [29660145.2, -0.1]  [151475639.7, -0.3]   [35766931.8, -0.2]
2020-12-17    [66555914.9, 0.0]   [29858456.5, -0.1]    [88754230.5, 0.1]   [28439530.7, -0.0]
2020-12-18   [74736807.7, -0.1]    [26525134.4, 0.1]    [57272447.9, 0.4]    [24783576.8, 0.0]
2020-12-21   [96880834.8, -0.3]   [-28235488.7, 2.2]    [62207612.5, 0.3]    [21223876.3, 0.2]
2020-12-22   [94789343.4, -0.2]    [32711503.2, 0.1]    [56319929.3, 0.3]    [20156272.2, 0.2]
2020-12-23   [89075149.1, -0.2]    [32469692.2, 0.1]    [56963346.0, 0.3]    [20088629.2, 0.1]
2020-12-24    [61766561.3, 0.1]    [29460288.1, 0.1]    [40906896.2, 0.5]    [19776290.1, 0.1]
2020-12-28    [40427008.8, 0.4]    [24136102.7, 0.2]    [25052163.5, 0.6]    [13256927.7, 0.3]
2020-12-29    [71994656.0, 0.0]    [24475511.9, 0.2]    [44330532.8, 0.3]    [13250939.8, 0.3]
2020-12-30    [65316061.0, 0.1]    [24001676.5, 0.2]    [49427248.3, 0.2]    [13108617.8, 0.2]
**************************************************************************************************
Printing values of coeff: A and B in AR(1) 30-day rolling model
**************************************************************************************************
           AMZN_30_2020_Coeff  GOOG_30_2020_Coeff   AAL_30_2020_Coeff  NCLH_30_2020_Coeff
Date                                                                                     
2020-02-14  [54444212.9, 0.3]   [14771894.4, 0.6]    [7023796.5, 0.3]    [1359516.3, 0.3]
2020-02-18  [53227390.7, 0.4]   [15118756.9, 0.6]    [6282419.8, 0.4]    [1364190.4, 0.3]
2020-02-19  [52238871.9, 0.4]   [13737250.5, 0.6]    [6380215.5, 0.4]    [1326920.9, 0.3]
2020-02-20  [50861523.0, 0.4]   [12928840.6, 0.6]    [6586609.7, 0.4]    [1310396.8, 0.3]
2020-02-21  [50730612.4, 0.4]   [12631255.2, 0.6]    [6438218.0, 0.4]    [1272331.6, 0.4]
2020-02-24  [52427416.3, 0.4]   [13626643.2, 0.6]    [6595373.7, 0.4]    [1129846.5, 0.5]
2020-02-25  [54439914.5, 0.4]   [13864240.8, 0.6]    [6954108.7, 0.4]     [745031.2, 0.7]
2020-02-26  [55319204.1, 0.4]   [13756348.0, 0.6]    [6406216.4, 0.5]     [707775.6, 0.8]
2020-02-27  [55823281.8, 0.4]   [13852058.4, 0.6]    [6125174.0, 0.5]     [408719.5, 0.9]
2020-02-28  [58175300.2, 0.4]   [13801196.0, 0.6]    [5387756.8, 0.6]      [62434.7, 1.1]
2020-03-02  [56619826.0, 0.4]   [11911384.8, 0.7]    [3684418.4, 0.8]     [385961.9, 1.0]
2020-03-03  [56886273.5, 0.4]   [12657959.8, 0.7]    [2973379.4, 0.9]     [541512.3, 0.9]
2020-03-04  [57541611.6, 0.4]   [12529970.9, 0.7]    [2500233.3, 0.9]     [584974.8, 0.9]
2020-03-05  [59952918.2, 0.4]   [12791427.5, 0.7]    [1826479.5, 1.0]     [530789.5, 0.9]
2020-03-06  [62725819.4, 0.4]   [13681565.2, 0.7]     [805533.6, 1.0]     [569169.6, 0.9]
2020-03-09  [63694514.2, 0.4]   [13132666.7, 0.7]      [30632.5, 1.1]     [311041.7, 1.0]
2020-03-10  [67067609.1, 0.4]   [12620127.6, 0.7]    [1364531.1, 1.0]     [368817.3, 1.0]
2020-03-11  [69818577.2, 0.4]   [13723917.1, 0.7]    [1052603.4, 1.0]    [-216538.3, 1.2]
2020-03-12  [75339992.6, 0.3]   [14775362.2, 0.7]    [2418110.3, 0.9]     [263860.3, 1.1]
2020-03-13  [74124426.1, 0.4]   [14560351.3, 0.7]    [2141148.3, 1.0]    [-324501.6, 1.2]
2020-03-16  [68197529.7, 0.4]   [12847563.4, 0.7]    [2050385.6, 1.0]    [-960363.0, 1.3]
2020-03-17  [37683981.3, 0.7]   [10968013.8, 0.8]    [1023461.5, 1.1]     [738247.4, 1.0]
2020-03-18  [32472562.9, 0.7]   [11398183.7, 0.8]    [4050295.1, 0.9]    [1382303.6, 0.9]
2020-03-19  [34267096.1, 0.7]    [7205339.6, 0.9]    [3777453.8, 1.0]    [1453570.8, 0.9]
2020-03-20  [34856482.4, 0.8]    [8575972.0, 0.8]    [4585967.5, 0.9]    [1630602.3, 0.9]
2020-03-23  [31711627.2, 0.8]    [9718318.7, 0.8]    [5531749.9, 0.9]    [1876659.4, 0.9]
2020-03-24  [34549829.3, 0.7]    [9331761.0, 0.9]    [5254630.1, 0.9]    [1978613.3, 0.9]
2020-03-25  [34203260.9, 0.7]   [11007165.7, 0.8]    [5599779.9, 0.9]    [1833854.8, 1.0]
2020-03-26  [37444081.6, 0.7]   [12086994.8, 0.8]    [6787046.3, 0.9]    [1965505.9, 1.0]
2020-03-27  [41159290.6, 0.7]   [14797658.7, 0.8]    [8530602.5, 0.9]    [1933942.7, 1.0]
2020-03-30  [45858282.8, 0.7]   [16136890.0, 0.7]   [10799459.6, 0.8]    [2589857.3, 0.9]
2020-03-31  [51317192.4, 0.6]   [18724675.6, 0.7]   [11468345.2, 0.8]    [3213474.1, 0.9]
2020-04-01  [58258185.2, 0.6]   [22564014.2, 0.6]   [12961306.8, 0.8]    [3471243.1, 0.9]
2020-04-02  [60513600.3, 0.6]   [26363371.8, 0.6]   [15110336.6, 0.7]    [3488838.1, 0.9]
2020-04-03  [56803783.4, 0.6]   [25668634.9, 0.6]   [17477991.4, 0.7]    [3871818.6, 0.9]
2020-04-06  [45787454.2, 0.7]   [21427487.5, 0.6]   [17846142.4, 0.7]    [4055308.5, 0.9]
2020-04-07  [51126344.4, 0.6]   [22471969.6, 0.6]   [18353193.4, 0.7]    [5045358.8, 0.8]
2020-04-08  [50865568.3, 0.6]   [23002553.2, 0.6]   [14005659.3, 0.8]    [4646056.9, 0.9]
2020-04-09  [39810062.2, 0.7]   [18660903.8, 0.7]   [25621927.5, 0.6]    [7398066.7, 0.8]
2020-04-13  [40371734.0, 0.7]   [17298514.2, 0.7]   [25303679.1, 0.6]    [8922491.6, 0.7]
2020-04-14  [41059290.0, 0.7]   [12581496.6, 0.8]   [31492238.0, 0.5]   [11170694.4, 0.7]
2020-04-15  [41507802.4, 0.7]   [15233846.1, 0.7]   [34166377.1, 0.5]   [12882559.9, 0.6]
2020-04-16  [41828746.2, 0.7]   [14672284.0, 0.8]   [37950874.2, 0.5]   [14894512.8, 0.5]
2020-04-17  [47083368.9, 0.7]   [15659210.7, 0.7]   [43088878.2, 0.4]   [16361916.3, 0.5]
2020-04-20  [58714388.4, 0.6]   [14181833.9, 0.8]   [44440296.6, 0.4]   [18019922.8, 0.5]
2020-04-21  [54495392.3, 0.6]   [11345370.9, 0.8]   [46382007.4, 0.4]   [20218176.4, 0.4]
2020-04-22  [56869122.8, 0.6]   [11969772.1, 0.8]   [45391506.0, 0.4]   [20240981.8, 0.4]
2020-04-23  [56779589.3, 0.6]   [11497485.2, 0.8]   [49734460.1, 0.3]   [19759175.2, 0.4]
2020-04-24  [45762110.9, 0.6]    [7532480.8, 0.8]   [51147819.1, 0.3]   [18880501.9, 0.4]
2020-04-27  [38755868.5, 0.7]    [6695270.1, 0.9]   [52345889.2, 0.3]   [17231178.3, 0.5]
2020-04-28  [43299315.2, 0.7]    [7638509.0, 0.8]   [50146687.4, 0.3]   [17308780.3, 0.5]
2020-04-29  [46555888.5, 0.6]   [11677117.8, 0.8]   [52905808.4, 0.3]   [17756565.7, 0.5]
2020-04-30  [47133061.2, 0.6]   [13355725.1, 0.7]   [48543177.9, 0.4]   [17935466.5, 0.5]
2020-05-01  [64253207.4, 0.5]   [15147652.4, 0.7]   [48444966.6, 0.4]   [17494231.0, 0.5]
2020-05-04  [64719416.2, 0.5]   [15939893.1, 0.7]   [48848507.9, 0.4]   [17920349.7, 0.5]
2020-05-05  [74491616.4, 0.4]   [17193338.2, 0.6]   [48861674.3, 0.4]   [18391535.8, 0.5]
2020-05-06  [70378319.4, 0.4]   [16613815.0, 0.6]   [46816649.1, 0.4]   [17399029.3, 0.6]
2020-05-07  [64620813.1, 0.4]   [18038632.7, 0.6]   [46804215.4, 0.4]   [14310297.8, 0.7]
2020-05-08  [60744796.4, 0.5]   [19493818.5, 0.5]   [45417882.1, 0.4]   [16752268.0, 0.6]
2020-05-11  [57015228.3, 0.5]   [20140660.5, 0.5]   [45278619.5, 0.4]   [16641266.8, 0.6]
2020-05-12  [53268594.1, 0.5]   [18732573.9, 0.5]   [45193593.6, 0.4]   [17463561.9, 0.6]
2020-05-13  [50279376.0, 0.5]   [17957415.9, 0.5]   [45498183.0, 0.4]   [17327306.4, 0.6]
2020-05-14  [52918975.8, 0.5]   [18635051.8, 0.5]   [47573429.6, 0.4]   [18442706.5, 0.6]
2020-05-15  [51878368.0, 0.5]   [18034556.2, 0.5]   [48046055.8, 0.4]   [19023414.5, 0.6]
2020-05-18  [53256899.5, 0.5]   [17624937.2, 0.5]   [43838851.5, 0.4]   [19924780.1, 0.6]
2020-05-19  [49793520.7, 0.5]   [18074523.3, 0.5]   [46694511.7, 0.4]   [21659956.0, 0.6]
2020-05-20  [49234610.2, 0.5]   [17615794.1, 0.5]   [47339708.4, 0.4]   [22111148.2, 0.6]
2020-05-21  [49169563.0, 0.5]   [17733450.3, 0.5]   [40573480.6, 0.5]   [22785087.3, 0.6]
2020-05-22  [49964397.8, 0.5]   [17042833.6, 0.5]   [37938262.7, 0.5]   [21988055.0, 0.6]
2020-05-26  [45573836.0, 0.6]   [16133623.0, 0.6]   [31322864.4, 0.6]   [22642903.6, 0.6]
2020-05-27  [45500397.0, 0.5]   [16843554.3, 0.5]   [40152690.7, 0.5]   [23158283.9, 0.6]
2020-05-28  [47350545.2, 0.5]   [15956520.3, 0.6]   [36231021.0, 0.5]   [24630674.3, 0.6]
2020-05-29  [49686350.8, 0.5]   [14854498.4, 0.6]   [34725139.4, 0.5]   [26664598.3, 0.6]
2020-06-01  [48876683.0, 0.5]   [14377366.4, 0.6]   [33942731.2, 0.5]   [28122056.8, 0.6]
2020-06-02  [45897368.7, 0.5]   [14043279.2, 0.6]   [33197198.0, 0.5]   [29796663.4, 0.5]
2020-06-03  [44618958.1, 0.5]   [13141943.0, 0.6]   [33128634.7, 0.5]   [32172295.0, 0.5]
2020-06-04  [38478014.9, 0.5]   [12775922.2, 0.6]   [34602878.5, 0.5]   [36127149.5, 0.5]
2020-06-05  [36788587.7, 0.6]   [12672222.9, 0.6]   [24912313.5, 0.8]   [39652237.6, 0.4]
2020-06-08  [36319692.6, 0.6]   [12910155.2, 0.6]   [10747846.4, 1.0]   [43493351.5, 0.4]
2020-06-09  [34986351.7, 0.6]   [12775183.1, 0.6]   [39040734.4, 0.6]   [46588327.7, 0.4]
2020-06-10  [36242909.1, 0.6]   [11115328.2, 0.6]   [37345813.4, 0.6]   [50504556.7, 0.3]
2020-06-11  [36082227.7, 0.6]   [17947565.6, 0.4]   [38902840.2, 0.6]   [50606156.2, 0.4]
2020-06-12  [34663420.9, 0.6]   [23672584.5, 0.2]   [39201907.6, 0.6]   [48978039.5, 0.4]
2020-06-15  [53900206.2, 0.3]   [26543327.1, 0.1]   [40283529.9, 0.6]   [50345871.3, 0.4]
2020-06-16  [42880317.9, 0.4]   [26122936.8, 0.2]   [39251421.2, 0.6]   [56350150.7, 0.3]
2020-06-17  [39913728.6, 0.5]   [26216953.5, 0.2]   [40336163.4, 0.6]   [38860671.5, 0.5]
2020-06-18  [39911268.4, 0.5]   [25882649.4, 0.2]   [40213151.2, 0.6]   [42218802.3, 0.5]
2020-06-19  [36798310.5, 0.5]   [26763111.1, 0.1]   [40275274.5, 0.6]   [36150825.4, 0.5]
2020-06-22  [50374292.9, 0.4]   [28261190.1, 0.1]   [41949220.4, 0.6]   [38056039.3, 0.5]
2020-06-23  [57935724.7, 0.3]   [32634492.7, 0.0]   [44419130.7, 0.6]   [39083069.4, 0.5]
2020-06-24  [60935356.8, 0.2]  [32968571.9, -0.0]   [48732940.3, 0.6]   [42548785.6, 0.5]
2020-06-25  [57568381.1, 0.3]  [32769812.9, -0.0]   [49509196.7, 0.6]   [46164599.0, 0.4]
2020-06-26  [57810980.5, 0.3]  [32875713.4, -0.0]   [50181813.8, 0.6]   [45188063.1, 0.4]
2020-06-29  [66768822.8, 0.2]  [43182189.1, -0.3]   [52864234.6, 0.6]   [44810589.2, 0.4]
2020-06-30  [67776344.0, 0.2]  [36936681.5, -0.1]   [52810301.4, 0.6]   [30617658.8, 0.6]
2020-07-01  [67788306.6, 0.1]  [37207992.2, -0.1]   [52935543.6, 0.6]   [23138660.9, 0.7]
2020-07-02  [70590458.9, 0.1]  [37440977.9, -0.1]   [57393751.3, 0.6]   [24515279.7, 0.7]
2020-07-06  [60735430.0, 0.3]  [37867171.7, -0.1]   [58860388.7, 0.5]   [20266344.7, 0.7]
2020-07-07  [50810501.5, 0.4]  [38731814.6, -0.1]   [61067404.9, 0.5]   [17662715.0, 0.8]
2020-07-08  [51796576.6, 0.4]  [37709844.9, -0.1]   [57641958.9, 0.5]   [12420723.1, 0.8]
2020-07-09  [49512850.8, 0.4]  [36822367.1, -0.1]   [57364627.4, 0.5]   [11802789.6, 0.8]
2020-07-10  [47675459.7, 0.5]  [36084892.6, -0.0]   [57872254.9, 0.5]    [9054651.0, 0.8]
2020-07-13  [48451402.3, 0.5]  [36206208.6, -0.0]   [59794092.0, 0.5]   [10707724.2, 0.8]
2020-07-14  [48339286.6, 0.5]  [36429792.1, -0.0]   [60588527.6, 0.5]    [9387753.1, 0.8]
2020-07-15  [48863965.8, 0.5]  [37585522.2, -0.1]   [60384334.3, 0.5]    [8133987.1, 0.9]
2020-07-16  [54288487.5, 0.5]  [38632363.3, -0.1]   [64374129.9, 0.5]   [14582959.9, 0.8]
2020-07-17  [57863131.0, 0.4]  [39134465.8, -0.1]   [44801348.1, 0.6]   [14664295.5, 0.8]
2020-07-20  [63251767.4, 0.4]  [38707767.5, -0.1]   [75909754.9, 0.3]   [15356360.6, 0.7]
2020-07-21  [68467928.4, 0.4]  [38576930.7, -0.1]   [61349454.0, 0.4]   [15928208.5, 0.7]
2020-07-22  [67312747.0, 0.4]  [38532962.4, -0.1]   [54857255.7, 0.5]   [15181524.0, 0.7]
2020-07-23  [68813554.8, 0.3]  [36776432.0, -0.1]   [48715508.9, 0.5]   [15346725.2, 0.7]
2020-07-24  [70180206.9, 0.3]  [35923095.6, -0.0]   [56754410.3, 0.4]   [19497813.4, 0.6]
2020-07-27  [70167666.1, 0.3]  [35772959.0, -0.0]   [59611649.7, 0.3]   [22553967.9, 0.5]
2020-07-28  [70640220.5, 0.3]  [35176472.6, -0.0]   [59439960.5, 0.3]   [21170227.2, 0.6]
2020-07-29  [69870308.4, 0.3]  [35142945.3, -0.0]   [58779957.8, 0.3]   [24208697.9, 0.5]
2020-07-30  [69236112.1, 0.3]  [34832200.2, -0.0]   [53689520.9, 0.4]   [22936549.5, 0.5]
2020-07-31  [85574415.7, 0.2]  [34868473.5, -0.0]   [50660524.6, 0.4]   [20978237.7, 0.5]
2020-08-03  [77088614.0, 0.3]  [34684499.3, -0.0]   [46834335.6, 0.5]   [20484572.6, 0.5]
2020-08-04  [81777528.8, 0.3]   [31440056.0, 0.1]   [43639994.6, 0.5]   [21226692.3, 0.5]
2020-08-05  [84205535.1, 0.2]   [31666183.0, 0.1]   [47155120.5, 0.4]   [20342110.4, 0.5]
2020-08-06  [83195482.2, 0.2]   [31656353.1, 0.1]   [59525935.6, 0.2]   [20328230.9, 0.5]
2020-08-07  [84636907.9, 0.2]   [32021319.9, 0.1]   [60141513.7, 0.2]   [20126444.4, 0.5]
2020-08-10  [70531357.6, 0.3]   [26179244.5, 0.2]   [67385029.2, 0.1]   [19768625.8, 0.5]
2020-08-11  [62077857.7, 0.4]   [19888861.6, 0.4]   [74740496.3, 0.0]   [20695095.7, 0.5]
2020-08-12  [61786678.1, 0.4]   [19771219.6, 0.4]   [67293909.8, 0.2]   [20765271.4, 0.5]
2020-08-13  [51370751.8, 0.5]   [19513408.6, 0.4]   [65953237.6, 0.1]   [20872267.5, 0.5]
2020-08-14  [47862031.6, 0.5]   [19355646.6, 0.4]   [65255197.8, 0.1]   [19770977.2, 0.5]
2020-08-17  [44417605.8, 0.5]   [18944233.0, 0.4]   [61758959.8, 0.2]   [18989334.9, 0.5]
2020-08-18  [38636881.0, 0.6]   [18803995.6, 0.4]   [59942001.7, 0.2]   [18351724.9, 0.5]
2020-08-19  [45563479.0, 0.5]   [20272313.2, 0.4]   [56258390.5, 0.2]   [16221816.4, 0.6]
2020-08-20  [44675376.5, 0.5]   [20690736.7, 0.4]   [55619967.5, 0.2]   [17515407.4, 0.5]
2020-08-21  [42590219.8, 0.5]   [20157286.6, 0.4]   [53357811.8, 0.2]   [15414380.5, 0.6]
2020-08-24  [42245856.5, 0.5]   [20152138.5, 0.4]   [50120862.2, 0.3]   [14254739.9, 0.6]
2020-08-25  [47735500.1, 0.5]   [19840850.5, 0.4]   [56032465.4, 0.2]   [17554342.6, 0.5]
2020-08-26  [47520093.7, 0.5]   [21161047.9, 0.4]   [49855728.8, 0.3]   [13984840.7, 0.6]
2020-08-27  [52880760.0, 0.4]   [15954968.5, 0.6]   [48907951.3, 0.3]   [17545927.5, 0.5]
2020-08-28  [54387536.9, 0.4]   [23550635.8, 0.3]   [53818343.4, 0.2]   [23258645.1, 0.3]
2020-08-31  [52107465.2, 0.4]   [23607155.3, 0.3]   [55802832.9, 0.2]   [24608154.1, 0.3]
2020-09-01  [56896150.3, 0.3]   [24416599.1, 0.3]   [54480700.2, 0.2]   [26982906.4, 0.2]
2020-09-02  [54086298.1, 0.4]   [26041618.8, 0.3]   [56443562.1, 0.2]   [24997741.4, 0.2]
2020-09-03  [52695446.2, 0.4]   [26207490.6, 0.3]   [50625507.9, 0.2]   [22543128.2, 0.3]
2020-09-04  [59570053.8, 0.3]   [24789393.4, 0.3]   [49264052.2, 0.3]   [26351666.4, 0.2]
2020-09-08  [41495298.8, 0.6]   [24840698.9, 0.4]   [49050856.0, 0.3]   [24685601.6, 0.2]
2020-09-09  [46294819.0, 0.5]   [24223828.6, 0.4]   [49485436.8, 0.3]   [24772311.0, 0.2]
2020-09-10  [48600699.0, 0.5]   [25916448.9, 0.3]   [50474399.6, 0.3]   [23904706.4, 0.3]
2020-09-11  [42455337.5, 0.5]   [25553072.7, 0.4]   [52488925.1, 0.3]   [24678923.7, 0.2]
2020-09-14  [45860678.5, 0.5]   [22450176.9, 0.4]   [51930772.9, 0.3]   [24561868.0, 0.2]
2020-09-15  [40919441.5, 0.5]   [21471582.7, 0.4]   [50800469.7, 0.3]   [22550371.0, 0.3]
2020-09-16  [40638525.0, 0.5]   [20641336.6, 0.4]   [48901331.4, 0.3]   [22756856.1, 0.3]
2020-09-17  [41232360.7, 0.5]   [19754807.0, 0.5]   [47089050.5, 0.3]   [22402586.3, 0.3]
2020-09-18  [42727276.1, 0.5]   [20474205.4, 0.4]   [52236398.9, 0.2]   [21665286.0, 0.3]
2020-09-21  [36458374.9, 0.6]   [21233793.6, 0.5]   [48723684.8, 0.2]   [22258302.1, 0.3]
2020-09-22  [43950061.8, 0.6]   [20743161.3, 0.5]   [46032671.4, 0.3]   [21831844.3, 0.3]
2020-09-23  [43373365.4, 0.6]   [23203533.9, 0.4]   [55764706.8, 0.1]   [23285330.0, 0.2]
2020-09-24  [45832568.5, 0.5]   [23646349.7, 0.4]  [58477059.3, -0.0]   [23112714.5, 0.2]
2020-09-25  [48482139.4, 0.5]   [23704032.4, 0.4]   [56832595.9, 0.0]   [22521675.5, 0.2]
2020-09-28  [52670603.2, 0.5]   [23627584.3, 0.4]   [56763525.2, 0.0]   [24472181.6, 0.2]
2020-09-29  [56938913.7, 0.5]   [25353727.0, 0.4]   [57571322.4, 0.0]   [25583455.6, 0.1]
2020-09-30  [48455497.7, 0.5]   [24032085.9, 0.4]   [58649021.8, 0.0]   [26572349.5, 0.1]
2020-10-01  [50823489.0, 0.5]   [24647908.4, 0.4]  [59232022.2, -0.0]   [27918487.8, 0.1]
2020-10-02  [53583223.8, 0.5]   [24748029.0, 0.4]  [59818055.3, -0.0]   [28625279.6, 0.1]
2020-10-05  [56778900.4, 0.5]   [24610148.6, 0.4]  [68006995.0, -0.1]   [29872701.5, 0.0]
2020-10-06  [56018162.2, 0.5]   [23805369.3, 0.4]  [62276546.0, -0.0]   [25171097.2, 0.1]
2020-10-07  [59212604.0, 0.4]   [21522788.7, 0.4]  [68288219.4, -0.1]   [25174893.8, 0.1]
2020-10-08  [53287943.7, 0.5]   [22387534.3, 0.4]  [66890606.8, -0.1]   [24588931.6, 0.1]
2020-10-09  [47686207.7, 0.5]   [15986994.8, 0.5]  [61677471.0, -0.0]   [23670063.3, 0.1]
2020-10-12  [54513834.8, 0.5]   [16088029.1, 0.6]   [59426188.5, 0.0]   [25017982.1, 0.1]
2020-10-13  [58350206.3, 0.5]   [17553509.0, 0.5]   [60468199.3, 0.0]   [24331486.5, 0.1]
2020-10-14  [66412498.7, 0.4]   [18539300.5, 0.5]   [59349896.6, 0.0]   [24769927.2, 0.1]
2020-10-15  [69530799.3, 0.4]   [18409974.9, 0.5]   [58978938.6, 0.0]   [25260999.3, 0.1]
2020-10-16  [58286502.2, 0.5]   [20275628.9, 0.4]   [53607874.8, 0.1]   [21256886.4, 0.2]
2020-10-19  [69498860.3, 0.3]   [21744429.8, 0.4]   [50205754.3, 0.1]  [25132542.1, -0.0]
2020-10-20  [67435030.9, 0.4]   [23943948.8, 0.3]   [49867916.8, 0.1]  [24498945.1, -0.0]
2020-10-21  [66287189.3, 0.4]   [23940751.4, 0.3]   [50700844.4, 0.1]   [22965087.0, 0.0]
2020-10-22  [65207738.0, 0.4]   [22429446.9, 0.4]   [48923886.9, 0.1]   [21023219.0, 0.1]
2020-10-23  [63551869.4, 0.4]   [24463289.9, 0.3]   [54328142.8, 0.0]   [19957661.0, 0.1]
2020-10-26  [60179894.9, 0.4]   [23946174.4, 0.3]   [50738528.1, 0.1]   [20146251.9, 0.1]
2020-10-27  [68222039.0, 0.4]   [24735729.5, 0.3]   [49659788.3, 0.2]   [19686072.3, 0.1]
2020-10-28  [70173704.2, 0.3]   [25441220.2, 0.3]   [46874784.9, 0.2]   [20035738.5, 0.1]
2020-10-29  [68687327.8, 0.3]   [25471979.8, 0.3]   [46299250.2, 0.2]   [20714908.2, 0.1]
2020-10-30  [74991647.2, 0.3]   [25609063.3, 0.2]   [46241908.0, 0.2]   [20218746.2, 0.1]
2020-11-02  [65040610.0, 0.4]   [29309323.6, 0.2]   [45665439.9, 0.2]  [22471386.0, -0.0]
2020-11-03  [61699961.1, 0.4]   [25382024.8, 0.3]   [45185972.4, 0.2]   [21976029.8, 0.0]
2020-11-04  [65286048.7, 0.4]   [25981997.1, 0.3]   [45074411.5, 0.2]   [21965625.8, 0.0]
2020-11-05  [67772884.9, 0.4]   [28041312.4, 0.2]   [44635325.6, 0.2]   [21012264.7, 0.0]
2020-11-06  [67991038.8, 0.4]   [29479412.8, 0.2]   [45611996.0, 0.2]   [19971577.7, 0.0]
2020-11-09  [70128331.9, 0.3]   [28914612.1, 0.2]   [43523196.7, 0.2]  [21650230.7, -0.1]
2020-11-10  [79124485.0, 0.3]   [29694837.4, 0.2]  [68396610.3, -0.1]  [27444199.9, -0.2]
2020-11-11  [77253333.2, 0.3]   [29461167.6, 0.2]   [51116556.5, 0.2]   [19704428.5, 0.1]
2020-11-12  [80602765.4, 0.3]   [30590468.2, 0.2]   [51783708.9, 0.2]   [19491864.4, 0.1]
2020-11-13  [77554951.7, 0.3]   [29959577.5, 0.2]   [48780182.2, 0.3]   [19538045.5, 0.1]
2020-11-16  [74037899.3, 0.3]   [30825588.1, 0.2]   [47637807.5, 0.3]   [19799338.4, 0.1]
2020-11-17  [68637264.3, 0.4]   [31218799.4, 0.2]   [48478976.5, 0.3]   [19699765.1, 0.2]
2020-11-18  [64621229.9, 0.4]   [29748100.2, 0.2]   [48933531.5, 0.3]   [19317006.1, 0.2]
2020-11-19  [62086934.3, 0.4]   [29025681.4, 0.2]   [49371537.4, 0.3]   [19310587.8, 0.3]
2020-11-20  [52960447.6, 0.5]   [28559961.8, 0.2]   [49652963.1, 0.3]   [19643735.5, 0.3]
2020-11-23  [45153122.1, 0.5]   [28603372.8, 0.2]   [50363480.4, 0.3]   [20045668.2, 0.3]
2020-11-24  [42157004.0, 0.6]   [28189225.5, 0.3]   [51882052.0, 0.3]   [19791176.6, 0.3]
2020-11-25  [40662140.0, 0.6]   [28030238.9, 0.3]   [52071933.1, 0.3]   [20246176.8, 0.3]
2020-11-27  [39415802.1, 0.6]   [27128878.7, 0.3]   [54591584.0, 0.3]   [20659113.0, 0.3]
2020-11-30  [34213990.7, 0.6]   [25627072.9, 0.3]   [57782565.8, 0.3]   [21230594.3, 0.2]
2020-12-01  [36987183.3, 0.6]   [26588095.9, 0.3]   [60615190.9, 0.2]   [22338003.8, 0.2]
2020-12-02  [37374941.7, 0.6]   [25930461.2, 0.3]   [62663742.1, 0.2]   [22945915.3, 0.2]
2020-12-03  [35823540.5, 0.6]   [25522597.4, 0.3]   [65735336.5, 0.2]   [23845164.3, 0.2]
2020-12-04  [33708938.0, 0.6]   [24162045.2, 0.3]   [67558640.9, 0.2]   [26107932.7, 0.1]
2020-12-07  [32989071.9, 0.6]   [24160805.4, 0.3]   [65755011.4, 0.2]   [26665452.0, 0.1]
2020-12-08  [26044303.2, 0.7]   [23312061.5, 0.3]   [64611283.0, 0.3]   [26649404.9, 0.1]
2020-12-09  [25078587.5, 0.7]   [22746599.3, 0.4]   [66127305.9, 0.3]   [27304156.3, 0.1]
2020-12-10  [24949651.4, 0.7]   [22231092.2, 0.4]   [68460912.4, 0.3]   [28270542.2, 0.1]
2020-12-11  [24625142.8, 0.7]   [21755569.8, 0.4]   [72112087.0, 0.2]   [29171056.9, 0.1]
2020-12-14  [29494249.8, 0.6]   [20899086.1, 0.3]   [76194530.9, 0.2]   [27400006.3, 0.1]
2020-12-15  [34944325.1, 0.6]   [21533612.7, 0.3]   [80857125.6, 0.2]   [26822264.8, 0.1]
2020-12-16  [29960961.5, 0.6]   [20892147.4, 0.3]   [86340766.2, 0.1]   [27962342.4, 0.1]
2020-12-17  [33982508.2, 0.6]   [20020341.2, 0.3]   [90778261.3, 0.1]   [29670477.7, 0.1]
2020-12-18  [36084353.9, 0.5]   [19028226.2, 0.4]   [91143342.0, 0.1]   [29767655.1, 0.0]
2020-12-21  [39177348.8, 0.5]   [18659401.9, 0.4]   [95462252.4, 0.0]   [30272701.1, 0.0]
2020-12-22  [46559423.6, 0.4]   [23768299.3, 0.2]   [72154142.8, 0.2]   [23470679.0, 0.2]
2020-12-23  [62146660.8, 0.1]   [25125228.1, 0.2]   [73251432.0, 0.2]   [23003700.8, 0.2]
2020-12-24  [58570188.8, 0.2]   [23009256.6, 0.2]   [69420882.0, 0.2]   [22153401.3, 0.2]
2020-12-28  [49048466.4, 0.3]   [21070547.0, 0.3]   [63511352.3, 0.3]   [20048267.9, 0.3]
2020-12-29  [68626635.8, 0.0]   [21839990.8, 0.3]   [63382483.3, 0.3]   [19222961.5, 0.3]
2020-12-30  [62044123.7, 0.1]   [21845773.1, 0.3]   [56613153.0, 0.3]   [16917054.2, 0.4]
**************************************************************************************************
Printing values of coeff: A and B in AR(1) 60-day rolling model
**************************************************************************************************
           AMZN_60_2020_Coeff GOOG_60_2020_Coeff   AAL_60_2020_Coeff NCLH_60_2020_Coeff
Date                                                                                   
2020-03-30  [39353017.2, 0.6]   [8686100.5, 0.8]    [3277835.9, 0.9]    [791173.9, 1.0]
2020-03-31  [40180309.5, 0.6]   [9261906.4, 0.8]    [3117007.9, 0.9]    [967293.9, 1.0]
2020-04-01  [40312377.5, 0.6]   [8877542.1, 0.8]    [3389433.8, 0.9]    [963115.5, 1.0]
2020-04-02  [40193411.9, 0.6]   [9134590.9, 0.8]    [3559555.7, 0.9]   [1019311.0, 1.0]
2020-04-03  [40770016.4, 0.6]   [9148098.6, 0.8]    [3473150.3, 0.9]   [1053270.6, 1.0]
2020-04-06  [40950474.8, 0.6]   [9515717.5, 0.8]    [3451022.2, 0.9]   [1123750.4, 0.9]
2020-04-07  [43350766.7, 0.6]   [9497799.6, 0.8]    [3276795.4, 0.9]   [1243282.2, 1.0]
2020-04-08  [44415350.6, 0.6]   [9705488.7, 0.8]    [2155420.5, 1.0]   [1089856.6, 1.0]
2020-04-09  [44281605.1, 0.6]   [9799768.4, 0.8]    [5074231.5, 0.9]   [1831881.2, 0.9]
2020-04-13  [45650595.1, 0.6]  [10353585.7, 0.8]    [4831285.8, 0.9]   [1979573.7, 0.9]
2020-04-14  [48262800.2, 0.6]  [10555213.4, 0.8]    [6325147.8, 0.9]   [2379854.8, 0.9]
2020-04-15  [48367714.7, 0.6]   [9723100.8, 0.8]    [6518663.3, 0.9]   [2433449.6, 0.9]
2020-04-16  [49449250.6, 0.6]   [9618337.9, 0.8]    [6311427.5, 0.9]   [2578403.7, 0.9]
2020-04-17  [51195998.6, 0.6]  [10662733.4, 0.8]    [7945427.5, 0.8]   [2622279.0, 0.9]
2020-04-20  [55910128.0, 0.6]  [10998288.3, 0.8]    [7723422.9, 0.8]   [2825428.3, 0.9]
2020-04-21  [56760799.3, 0.5]  [10453742.8, 0.8]    [8067294.6, 0.8]   [2908246.3, 0.9]
2020-04-22  [58926965.5, 0.5]  [10922028.9, 0.8]    [8065698.5, 0.8]   [2961530.7, 0.9]
2020-04-23  [61444532.8, 0.5]  [11173418.1, 0.8]    [8956129.0, 0.8]   [3048319.4, 0.9]
2020-04-24  [64786890.1, 0.5]  [11576710.7, 0.8]    [9451820.9, 0.8]   [3248217.8, 0.9]
2020-04-27  [59696915.2, 0.5]  [11517260.1, 0.8]    [9909000.3, 0.8]   [3286766.2, 0.8]
2020-04-28  [57408355.5, 0.5]  [10063892.9, 0.8]   [10283953.6, 0.8]   [3535425.2, 0.8]
2020-04-29  [39270486.6, 0.7]  [11204711.4, 0.8]   [11019805.6, 0.8]   [3711797.7, 0.8]
2020-04-30  [38910572.5, 0.7]  [11298676.2, 0.8]   [11063769.1, 0.8]   [3690356.5, 0.9]
2020-05-01  [43960222.3, 0.7]  [10331911.5, 0.8]   [11966988.4, 0.8]   [3837537.9, 0.9]
2020-05-04  [44626835.0, 0.7]  [10586629.5, 0.8]   [12405910.7, 0.8]   [4383629.2, 0.8]
2020-05-05  [47434765.9, 0.6]  [10866983.9, 0.8]   [12500786.9, 0.8]   [4562807.9, 0.8]
2020-05-06  [45854412.1, 0.6]  [10843541.5, 0.8]   [13868091.0, 0.8]   [4018997.4, 0.9]
2020-05-07  [43775953.4, 0.6]  [10547308.3, 0.8]   [14973972.3, 0.8]   [6213958.4, 0.8]
2020-05-08  [43893626.7, 0.6]  [11029949.0, 0.8]   [15785851.0, 0.8]   [8153201.3, 0.8]
2020-05-11  [44114589.7, 0.6]  [11559150.3, 0.8]   [16729687.3, 0.7]   [8318978.4, 0.8]
2020-05-12  [45021816.6, 0.6]  [11397369.8, 0.8]   [17872557.0, 0.7]   [8989318.2, 0.7]
2020-05-13  [44837116.1, 0.6]  [11638827.2, 0.8]   [18640840.1, 0.7]   [9278586.5, 0.7]
2020-05-14  [48262977.2, 0.6]  [12795419.2, 0.8]   [20831191.5, 0.7]   [9903710.4, 0.7]
2020-05-15  [48231077.2, 0.6]  [12884258.8, 0.7]   [22481695.9, 0.7]  [10151640.2, 0.7]
2020-05-18  [47132371.5, 0.6]  [12153024.5, 0.8]   [24065135.6, 0.6]  [10703058.8, 0.7]
2020-05-19  [45086586.3, 0.6]  [10846817.0, 0.8]   [26724350.4, 0.6]  [11560295.2, 0.7]
2020-05-20  [44362836.8, 0.6]  [10056022.4, 0.8]   [28408768.7, 0.6]  [12799768.6, 0.7]
2020-05-21  [43626233.6, 0.6]  [10380954.9, 0.8]   [30040118.7, 0.6]  [13150101.3, 0.7]
2020-05-22  [42198497.5, 0.7]   [9374964.3, 0.8]   [30479519.9, 0.6]  [13425806.2, 0.7]
2020-05-26  [41207373.2, 0.6]   [9181850.7, 0.8]   [30324416.4, 0.6]  [13943596.6, 0.7]
2020-05-27  [39284913.7, 0.7]   [8867793.6, 0.8]   [35379261.1, 0.5]  [14450390.9, 0.7]
2020-05-28  [40120462.3, 0.7]   [8570475.2, 0.8]   [36395529.7, 0.5]  [14598265.1, 0.7]
2020-05-29  [38145804.2, 0.7]   [8607572.8, 0.8]   [37922017.6, 0.5]  [15464247.6, 0.7]
2020-06-01  [37703826.4, 0.7]   [8147612.7, 0.8]   [38764422.6, 0.5]  [15953804.7, 0.7]
2020-06-02  [35997182.5, 0.7]   [7504120.4, 0.8]   [38421380.0, 0.5]  [16547459.2, 0.7]
2020-06-03  [32992506.2, 0.7]   [7314470.2, 0.8]   [38778960.9, 0.5]  [17227510.5, 0.7]
2020-06-04  [31923265.9, 0.7]   [6727319.4, 0.8]   [40612226.8, 0.4]  [17450613.0, 0.7]
2020-06-05  [31081120.8, 0.7]   [6836808.6, 0.8]   [37382691.4, 0.6]  [17639924.6, 0.7]
2020-06-08  [28683157.6, 0.7]   [6925236.9, 0.8]   [10149049.7, 1.0]  [16939365.8, 0.7]
2020-06-09  [27553592.3, 0.7]   [6375039.9, 0.8]   [33883616.6, 0.6]  [16130860.2, 0.7]
2020-06-10  [29133954.7, 0.7]   [7211061.1, 0.8]   [33897599.3, 0.6]  [16603740.8, 0.7]
2020-06-11  [31750407.3, 0.7]   [7306111.8, 0.8]   [34961102.7, 0.6]  [16385682.6, 0.7]
2020-06-12  [33174211.6, 0.7]   [8846246.6, 0.8]   [34857833.3, 0.6]  [16300944.5, 0.7]
2020-06-15  [36421621.8, 0.6]   [8694915.7, 0.8]   [35379762.2, 0.6]  [16674814.1, 0.7]
2020-06-16  [38970317.3, 0.6]   [9078054.2, 0.8]   [35874918.3, 0.6]  [17493136.3, 0.7]
2020-06-17  [38350119.5, 0.6]  [10775837.2, 0.7]   [36475013.3, 0.6]  [17916398.9, 0.7]
2020-06-18  [37799550.6, 0.6]  [10414399.6, 0.7]   [35337072.6, 0.6]  [17601656.9, 0.7]
2020-06-19  [36539222.2, 0.6]  [12682471.6, 0.7]   [35023069.2, 0.6]  [17614143.3, 0.7]
2020-06-22  [40162481.3, 0.6]  [15295636.4, 0.6]   [35748929.5, 0.6]  [18073530.5, 0.7]
2020-06-23  [40354796.2, 0.6]  [19026245.7, 0.5]   [36932969.6, 0.6]  [18363528.3, 0.7]
2020-06-24  [40708140.1, 0.6]  [18975021.9, 0.5]   [38292153.8, 0.6]  [18776887.7, 0.7]
2020-06-25  [40651728.3, 0.6]  [19571186.5, 0.5]   [39584666.7, 0.6]  [19730463.7, 0.7]
2020-06-26  [40086539.4, 0.6]  [19569305.9, 0.5]   [39925572.6, 0.6]  [20281394.7, 0.7]
2020-06-29  [43214937.9, 0.5]  [24205394.3, 0.4]   [40185414.7, 0.6]  [20525922.5, 0.7]
2020-06-30  [44366689.0, 0.5]  [27688362.5, 0.2]   [40099195.7, 0.6]  [21382601.4, 0.7]
2020-07-01  [42592248.9, 0.5]  [28131694.2, 0.2]   [39591614.0, 0.6]  [20743423.6, 0.7]
2020-07-02  [44221401.4, 0.5]  [28578207.5, 0.2]   [39776237.2, 0.6]  [20662363.8, 0.7]
2020-07-06  [43993494.1, 0.5]  [28629354.1, 0.2]   [39652766.0, 0.6]  [21024889.3, 0.7]
2020-07-07  [43279881.8, 0.6]  [28549162.7, 0.2]   [38730012.4, 0.6]  [19694766.6, 0.7]
2020-07-08  [42882615.7, 0.5]  [28273245.6, 0.2]   [38901795.7, 0.6]  [19356004.8, 0.7]
2020-07-09  [44055280.5, 0.5]  [27512171.3, 0.2]   [39276730.6, 0.6]  [19333862.4, 0.7]
2020-07-10  [44828940.3, 0.5]  [26976154.6, 0.2]   [37719362.2, 0.6]  [19839682.0, 0.7]
2020-07-13  [48954461.0, 0.5]  [26736083.1, 0.2]   [38091751.3, 0.6]  [20966482.0, 0.7]
2020-07-14  [48286669.5, 0.5]  [26754933.5, 0.2]   [38202698.0, 0.6]  [20973840.5, 0.7]
2020-07-15  [45741280.1, 0.5]  [26718567.1, 0.2]   [37874102.4, 0.6]  [20902832.9, 0.7]
2020-07-16  [46744093.9, 0.5]  [26462163.7, 0.2]   [40936109.6, 0.6]  [24629103.9, 0.6]
2020-07-17  [43644773.8, 0.5]  [26446006.0, 0.2]   [40576680.8, 0.6]  [26156890.4, 0.6]
2020-07-20  [43884692.0, 0.5]  [26197347.3, 0.2]   [40879984.8, 0.6]  [27330245.8, 0.6]
2020-07-21  [44704254.1, 0.5]  [26138912.8, 0.2]   [40593187.4, 0.6]  [28679893.7, 0.6]
2020-07-22  [43730246.4, 0.5]  [25879421.2, 0.3]   [40546058.6, 0.6]  [29459709.6, 0.6]
2020-07-23  [44425916.3, 0.5]  [24319460.9, 0.3]   [38456200.3, 0.6]  [28817755.3, 0.6]
2020-07-24  [45298377.3, 0.5]  [28071395.0, 0.2]   [40304683.9, 0.6]  [27917402.5, 0.6]
2020-07-27  [43236142.3, 0.5]  [31330614.6, 0.0]   [39837619.2, 0.6]  [26601728.8, 0.6]
2020-07-28  [51280437.1, 0.4]  [31988853.8, 0.0]   [39702535.0, 0.6]  [26522612.7, 0.6]
2020-07-29  [43104775.5, 0.5]  [31993633.4, 0.0]   [38755874.6, 0.6]  [26980151.4, 0.6]
2020-07-30  [42014825.8, 0.5]  [31896875.1, 0.0]   [38262923.9, 0.6]  [19871989.0, 0.7]
2020-07-31  [46785382.0, 0.5]  [32098532.4, 0.0]   [37765899.5, 0.6]  [19283023.0, 0.7]
2020-08-03  [44976129.2, 0.5]  [32824810.9, 0.0]   [37849743.2, 0.6]  [16552131.3, 0.7]
2020-08-04  [49168188.7, 0.5]  [30917108.3, 0.1]   [37643309.6, 0.6]  [16805458.0, 0.7]
2020-08-05  [50220579.8, 0.5]  [30975646.4, 0.1]   [37970447.3, 0.6]  [15761468.5, 0.7]
2020-08-06  [51351980.2, 0.5]  [31194836.6, 0.1]   [39929919.2, 0.6]  [16011821.0, 0.7]
2020-08-07  [49620743.5, 0.5]  [30991187.1, 0.1]   [40175928.2, 0.6]  [15283787.2, 0.7]
2020-08-10  [49539764.6, 0.5]  [31042955.6, 0.1]   [40097175.1, 0.6]  [14297798.7, 0.8]
2020-08-11  [48397170.1, 0.5]  [30797976.4, 0.1]   [42514244.7, 0.6]  [14792729.2, 0.8]
2020-08-12  [48124599.5, 0.5]  [30524646.0, 0.1]   [42253002.1, 0.6]  [12907762.0, 0.8]
2020-08-13  [47506216.2, 0.5]  [30367904.4, 0.1]   [42589710.1, 0.6]  [11061791.4, 0.8]
2020-08-14  [46659574.8, 0.5]  [30181274.6, 0.1]   [42649804.9, 0.6]  [10265650.6, 0.8]
2020-08-17  [44345916.2, 0.5]  [30053118.5, 0.1]   [42597947.7, 0.6]   [9765086.5, 0.8]
2020-08-18  [42710722.1, 0.5]  [30104880.3, 0.1]   [43277099.5, 0.6]   [9099344.2, 0.8]
2020-08-19  [45892645.6, 0.5]  [30007315.9, 0.1]   [40424564.6, 0.6]   [8248771.0, 0.8]
2020-08-20  [44989054.3, 0.5]  [30012174.3, 0.1]   [40409269.8, 0.6]   [9224020.8, 0.8]
2020-08-21  [44334606.9, 0.5]  [30019324.4, 0.1]   [39865633.9, 0.6]   [7847906.4, 0.8]
2020-08-24  [44362214.3, 0.5]  [29904188.0, 0.1]   [39421150.7, 0.6]   [7510278.6, 0.8]
2020-08-25  [46279925.0, 0.5]  [29732223.2, 0.1]   [41739393.7, 0.6]   [9024768.6, 0.8]
2020-08-26  [48111939.0, 0.5]  [30718571.3, 0.1]   [42122007.3, 0.6]   [8534913.5, 0.8]
2020-08-27  [51918890.3, 0.5]  [29448731.1, 0.2]   [40514040.3, 0.6]   [8688878.0, 0.8]
2020-08-28  [55046990.4, 0.4]  [30496667.3, 0.1]   [35531389.9, 0.6]   [9159139.7, 0.8]
2020-08-31  [55078057.3, 0.4]  [30440603.9, 0.1]   [55092389.6, 0.3]   [9880325.2, 0.8]
2020-09-01  [55732549.8, 0.4]  [30643752.4, 0.1]   [44469353.4, 0.5]  [10060586.8, 0.8]
2020-09-02  [54136808.5, 0.4]  [30933132.8, 0.1]   [43674766.0, 0.5]   [9287112.5, 0.8]
2020-09-03  [53820582.6, 0.4]  [31285582.3, 0.1]   [43849988.9, 0.5]  [10634260.9, 0.7]
2020-09-04  [57276889.5, 0.4]  [30043674.6, 0.2]   [44880715.7, 0.5]  [13969077.3, 0.7]
2020-09-08  [51667939.4, 0.5]  [29055648.9, 0.2]   [46525257.5, 0.4]  [16458890.6, 0.6]
2020-09-09  [52934021.3, 0.5]  [28548136.3, 0.2]   [47281340.9, 0.4]  [15811858.2, 0.6]
2020-09-10  [53868069.1, 0.4]  [28778964.9, 0.2]   [48469686.6, 0.4]  [17047377.8, 0.6]
2020-09-11  [55523079.6, 0.4]  [28826675.2, 0.2]   [46874434.4, 0.4]  [17268124.0, 0.6]
2020-09-14  [58207379.6, 0.4]  [28846372.7, 0.2]   [45962776.7, 0.4]  [16829309.1, 0.6]
2020-09-15  [54162458.4, 0.4]  [27811498.8, 0.2]   [43838316.8, 0.4]  [16946189.1, 0.5]
2020-09-16  [53121109.6, 0.5]  [26569912.2, 0.3]   [42507231.3, 0.4]  [17432890.5, 0.5]
2020-09-17  [52969469.4, 0.5]  [26402024.6, 0.3]   [47208291.1, 0.4]  [17211798.4, 0.5]
2020-09-18  [54184092.3, 0.5]  [26582931.5, 0.3]   [50984057.5, 0.3]  [17425067.2, 0.5]
2020-09-21  [53005221.8, 0.5]  [27090820.2, 0.3]   [52993849.5, 0.3]  [17735458.1, 0.5]
2020-09-22  [50669994.8, 0.5]  [22756954.9, 0.4]   [54331460.0, 0.2]  [17848418.7, 0.5]
2020-09-23  [49095712.0, 0.5]  [20016864.4, 0.4]   [54939875.7, 0.2]  [17725309.3, 0.5]
2020-09-24  [50397060.9, 0.5]  [19902619.9, 0.4]   [53099045.8, 0.2]  [17306302.0, 0.5]
2020-09-25  [47874004.2, 0.5]  [19718533.2, 0.4]   [51554186.3, 0.2]  [17113037.8, 0.5]
2020-09-28  [48262766.8, 0.5]  [19386616.7, 0.5]   [51141471.5, 0.2]  [17974655.1, 0.5]
2020-09-29  [48581378.7, 0.5]  [19948777.0, 0.4]   [51410594.6, 0.2]  [18244798.8, 0.5]
2020-09-30  [46821013.2, 0.5]  [20170565.0, 0.4]   [51038365.1, 0.2]  [17783063.9, 0.5]
2020-10-01  [47835206.2, 0.5]  [20995857.8, 0.4]   [51287419.6, 0.2]  [18652503.9, 0.5]
2020-10-02  [47388408.4, 0.5]  [21197554.5, 0.4]   [51115829.8, 0.2]  [18661102.4, 0.5]
2020-10-05  [47468914.5, 0.5]  [20795298.3, 0.4]   [53456361.2, 0.2]  [17992784.1, 0.5]
2020-10-06  [47621584.6, 0.5]  [20221318.2, 0.4]   [54632150.8, 0.2]  [17341551.9, 0.5]
2020-10-07  [50100767.7, 0.5]  [19911716.8, 0.4]   [55640181.0, 0.2]  [17852343.3, 0.5]
2020-10-08  [49638686.1, 0.5]  [20215541.7, 0.4]   [52628463.1, 0.2]  [15984680.9, 0.5]
2020-10-09  [48926412.0, 0.5]  [20108302.9, 0.4]   [53677728.6, 0.2]  [18238641.7, 0.4]
2020-10-12  [49696657.5, 0.5]  [20154846.8, 0.4]   [53781186.4, 0.2]  [21782659.1, 0.3]
2020-10-13  [49581959.5, 0.5]  [20984204.9, 0.4]   [53394041.5, 0.2]  [22589396.1, 0.2]
2020-10-14  [51290832.2, 0.5]  [21712454.9, 0.4]   [53586140.4, 0.2]  [23878054.8, 0.2]
2020-10-15  [50312484.7, 0.5]  [22672237.4, 0.4]   [53452324.0, 0.2]  [23260831.7, 0.2]
2020-10-16  [49326206.1, 0.5]  [22364707.9, 0.4]   [48714142.8, 0.2]  [22474244.2, 0.2]
2020-10-19  [49522524.7, 0.5]  [22274517.4, 0.4]   [45443785.3, 0.3]  [21342932.8, 0.3]
2020-10-20  [49657901.7, 0.5]  [22581430.2, 0.4]   [44874342.5, 0.3]  [20164693.0, 0.3]
2020-10-21  [50827141.2, 0.5]  [22795663.5, 0.4]   [44426818.4, 0.3]  [19560236.0, 0.3]
2020-10-22  [52557666.6, 0.5]  [22920360.1, 0.4]   [43712505.4, 0.3]  [18448966.6, 0.3]
2020-10-23  [48291760.5, 0.5]  [23417198.4, 0.4]   [46434815.8, 0.3]  [18049564.9, 0.3]
2020-10-26  [48921022.5, 0.5]  [22031439.8, 0.4]   [46072087.3, 0.3]  [17888596.9, 0.3]
2020-10-27  [48478373.9, 0.5]  [22055184.1, 0.4]   [46074762.4, 0.3]  [17796046.9, 0.3]
2020-10-28  [49087682.9, 0.5]  [21856039.7, 0.4]   [46369096.6, 0.3]  [17472596.5, 0.3]
2020-10-29  [50270399.3, 0.5]  [22218393.5, 0.4]   [44675391.7, 0.3]  [17723018.6, 0.3]
2020-10-30  [50455206.3, 0.5]  [22272771.8, 0.4]   [48379684.6, 0.2]  [17678194.8, 0.3]
2020-11-02  [48334258.4, 0.5]  [22029573.5, 0.4]   [46249475.4, 0.2]  [18462961.0, 0.3]
2020-11-03  [48800565.0, 0.5]  [23468830.6, 0.4]   [44587944.8, 0.3]  [18705584.1, 0.3]
2020-11-04  [51269974.6, 0.5]  [24003434.7, 0.4]   [50128671.7, 0.1]  [19664345.5, 0.2]
2020-11-05  [53373432.9, 0.5]  [25376917.3, 0.3]   [50953988.4, 0.1]  [19520701.4, 0.2]
2020-11-06  [55517183.5, 0.5]  [26445920.7, 0.3]   [50456617.1, 0.1]  [19099772.7, 0.2]
2020-11-09  [58595104.8, 0.4]  [26808678.0, 0.3]   [50407654.4, 0.1]  [18658349.0, 0.3]
2020-11-10  [63902471.9, 0.4]  [27510495.4, 0.3]  [63065089.9, -0.0]  [21907008.5, 0.2]
2020-11-11  [60411444.0, 0.4]  [27127079.2, 0.3]   [50551716.9, 0.2]  [21783323.9, 0.2]
2020-11-12  [61932151.3, 0.4]  [27764776.1, 0.3]   [50146019.5, 0.2]  [21480847.1, 0.2]
2020-11-13  [63278617.7, 0.4]  [27249515.7, 0.3]   [50550192.1, 0.2]  [21525275.0, 0.2]
2020-11-16  [63865344.4, 0.4]  [27226818.8, 0.3]   [51496532.4, 0.2]  [21858985.3, 0.2]
2020-11-17  [62222555.8, 0.4]  [27091938.8, 0.3]   [50389424.1, 0.2]  [21104250.1, 0.2]
2020-11-18  [61101353.9, 0.4]  [25893175.0, 0.3]   [50907022.2, 0.2]  [20802248.1, 0.2]
2020-11-19  [55351078.3, 0.5]  [25504952.7, 0.3]   [51585667.2, 0.2]  [20606572.8, 0.2]
2020-11-20  [51690564.4, 0.5]  [23223493.2, 0.4]   [49932555.8, 0.2]  [20920552.4, 0.2]
2020-11-23  [52188964.3, 0.5]  [24159686.6, 0.3]   [49156180.4, 0.2]  [21300462.5, 0.2]
2020-11-24  [52668433.8, 0.5]  [24032833.9, 0.4]   [50485179.0, 0.2]  [21275142.1, 0.2]
2020-11-25  [53154483.4, 0.5]  [24083344.6, 0.3]   [47880224.0, 0.3]  [21440881.7, 0.2]
2020-11-27  [52830882.1, 0.5]  [23305946.0, 0.4]   [47294638.9, 0.3]  [21651602.7, 0.2]
2020-11-30  [44477023.4, 0.6]  [23020575.0, 0.3]   [46955858.0, 0.3]  [20345507.4, 0.2]
2020-12-01  [50091373.3, 0.5]  [24202333.5, 0.3]   [47475897.2, 0.3]  [21252123.7, 0.2]
2020-12-02  [47777415.1, 0.5]  [24701076.3, 0.3]   [47363546.2, 0.3]  [21181849.6, 0.2]
2020-12-03  [46258438.6, 0.5]  [24281765.2, 0.3]   [47297578.4, 0.3]  [21044145.7, 0.2]
2020-12-04  [44080738.7, 0.6]  [23918695.7, 0.3]   [48157894.2, 0.3]  [21499116.5, 0.2]
2020-12-07  [42272353.9, 0.6]  [23752344.4, 0.3]   [47598939.0, 0.3]  [21360616.1, 0.2]
2020-12-08  [40410565.3, 0.6]  [23487539.8, 0.3]   [46646753.9, 0.4]  [21586470.1, 0.2]
2020-12-09  [40137159.6, 0.6]  [23170968.2, 0.3]   [48141651.1, 0.3]  [21401531.4, 0.2]
2020-12-10  [40247474.7, 0.6]  [23414620.5, 0.3]   [47317107.0, 0.4]  [21645479.8, 0.2]
2020-12-11  [37893077.4, 0.6]  [22950400.7, 0.3]   [48192294.5, 0.4]  [21918788.5, 0.2]
2020-12-14  [39518167.1, 0.6]  [22463759.5, 0.3]   [48770823.3, 0.4]  [21527787.3, 0.2]
2020-12-15  [37472973.2, 0.6]  [23844788.7, 0.3]   [49057097.2, 0.4]  [21516177.6, 0.2]
2020-12-16  [37863419.2, 0.6]  [23097234.1, 0.3]   [50282529.8, 0.4]  [21673205.9, 0.2]
2020-12-17  [38255613.0, 0.6]  [23027932.6, 0.3]   [51098562.4, 0.3]  [21827411.4, 0.2]
2020-12-18  [37942692.9, 0.6]  [23107013.0, 0.3]   [51169509.5, 0.3]  [21485516.5, 0.2]
2020-12-21  [40290604.6, 0.6]  [24271204.2, 0.3]   [52508918.5, 0.3]  [20717681.4, 0.2]
2020-12-22  [41660711.8, 0.5]  [25503937.7, 0.3]   [52879209.6, 0.3]  [20571123.0, 0.2]
2020-12-23  [40524634.6, 0.6]  [25316341.7, 0.3]   [53654913.2, 0.3]  [20663519.0, 0.2]
2020-12-24  [36893673.2, 0.6]  [24444118.4, 0.3]   [53497110.1, 0.3]  [19732374.5, 0.2]
2020-12-28  [33461799.3, 0.6]  [23039765.4, 0.3]   [52873011.9, 0.3]  [18976555.7, 0.3]
2020-12-29  [40832734.9, 0.5]  [23384836.7, 0.3]   [50805605.6, 0.3]  [18724483.9, 0.3]
2020-12-30  [40381623.9, 0.6]  [23544899.0, 0.3]   [49593015.5, 0.4]  [18533223.5, 0.3]

for year in [2019,2020]:
    tx = pd.concat(squared_error[str(year)+" MSE"],axis=1)
    for ticker in tickers_list:
        colnames= [col for col in tx.columns if ticker in col]
        tx_ = tx[colnames].copy()
        tx_.columns = ['10-day window','30-day window','60-day window']
        ty = tx_.copy()
        tx_ = tx_.groupby(pd.Grouper(freq='M')).mean()
        tx_ = tx_.rename(index=lambda x: x.strftime('%B'))
        tx_.plot(kind='bar',title=ticker+": Mean-squared error by month in "+str(year), figsize=(6,3))
        
        holidays_list_ = pd.to_datetime(banking_holidays)
        ty_holidays = ty.loc[ty.index.isin(holidays_list_)]
        ty_working = ty[~ty.index.isin(holidays_list_)]
        holidays = ty_holidays.mean(axis=0).to_frame()
        holidays.columns = ['Holidays']
        working = ty_working.mean(axis=0).to_frame()
        working.columns = ['Business Days']
        pd.concat([holidays,working],axis=1).T.plot(kind='barh',title=ticker+": Mean-squared error by business-days & holidays in "+str(year), figsize=(6,3))

AR(2) model

squared_error = {}
squared_error['2019 MSE'] = []
squared_error['2020 MSE'] = []
coeff_ = {}
coeff_['2019 Coeff'] = []
coeff_['2020 Coeff'] = []
for ticker in tickers_list:
    tx= tickers_df[ticker][['Volume']]
    tx.columns = ['Actual Volume']
    for year in [2019, 2020]:
        tx_ = tx.copy()
        tx_.loc[:,'year'] = tx_.index.year
        tx_ = tx_[tx_.year == year]
        tx_ = tx_[['Actual Volume',]]
        sm.graphics.tsa.plot_acf(tx_.values.squeeze(), lags=50, title=ticker+'- ACF -'+str(year))
        for window_size in [10,30,60]:
            df_ = tx_.copy()
            df_['Error'] = np.nan
            df_['Coeff'] = np.nan
            df_['Coeff'] = df_['Coeff'].astype('object')
            df_['Forecasted Volume'] = np.nan
            for index, row in df_[window_size:].iterrows():
                X = df_[:index][-(window_size+1):-1]['Actual Volume'].values
                model = AutoReg(X, lags=2)
                model_fit = model.fit()
                coeff = model_fit.params
                coeff = [round(i, 1) for i in coeff.tolist()]
                df_.at[index,'Coeff']= coeff
                pred = model_fit.predict(start=len(X),end=len(X),dynamic=False)
                df_.loc[index,'Forecasted Volume'] = pred[0]
                df_.loc[index,'Error'] = df_.loc[index,'Actual Volume']-pred[0]
            df_[['Actual Volume','Forecasted Volume']].plot(figsize=(6, 3))
            plt.legend(loc='best')
            plt.title(ticker+": Volume forecast using "+str(window_size)+"-day rolling AR(2) model", fontsize=10)
            plt.xlabel("Date")
            plt.ylabel("Volume")
            df_[ticker+"_"+str(window_size)+"_"+str(year)+"_MSE"]= np.square(df_['Error'])
            df_[ticker+"_"+str(window_size)+"_"+str(year)+"_Coeff"]= df_['Coeff']
            squared_error[str(year)+" MSE"].append(df_[ticker+"_"+str(window_size)+"_"+str(year)+"_MSE"])
            coeff_[str(year)+" Coeff"].append(df_[ticker+"_"+str(window_size)+"_"+str(year)+"_Coeff"])

C:\Users\dell\anaconda3\lib\site-packages\statsmodels\graphics\utils.py:55: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).
  fig = plt.figure()

for year in [2019,2020]:
    tx = pd.concat(coeff_[str(year)+" Coeff"],axis=1)
    for N in [10,30,60]:
        colnames= [col for col in tx.columns if str(N) in col]
        tx_ = tx[colnames].copy().dropna()
        print("**************************************************************************************************")
        print("Printing values of coeff: A,B and C in AR(2) "+str(N)+"-day rolling model")
        print("**************************************************************************************************")
        print(tx_.to_string())
        # print(tx_)

**************************************************************************************************
Printing values of coeff: A,B and C in AR(2) 10-day rolling model
**************************************************************************************************
                   AMZN_10_2019_Coeff        GOOG_10_2019_Coeff         AAL_10_2019_Coeff       NCLH_10_2019_Coeff
Date                                                                                                              
2019-01-16     [30001304.3, 0.3, 0.5]   [18878616.8, 0.7, -0.3]  [15390862.4, -0.3, -0.4]    [1125944.4, 0.3, 0.0]
2019-01-17     [41265477.9, 0.3, 0.3]    [14650406.2, 0.4, 0.1]  [14646148.0, -0.3, -0.3]   [1757426.3, -0.1, 0.0]
2019-01-18     [39498107.2, 0.0, 0.6]    [20796257.4, 0.1, 0.1]  [14764890.8, -0.3, -0.4]    [1104452.6, 0.1, 0.2]
2019-01-22    [90011001.3, -0.1, 0.3]  [51722026.1, -0.6, -0.2]  [13862964.7, -0.3, -0.3]   [1295455.2, 0.3, -0.0]
2019-01-23   [147694199.2, -0.3, 0.0]  [46635040.5, -0.2, -0.4]  [16730866.3, -0.4, -0.5]    [1381040.1, 0.2, 0.0]
2019-01-24  [255230941.1, -0.6, -0.6]  [56584841.4, -0.3, -0.7]  [12373934.1, -0.0, -0.4]   [1908974.2, 0.2, -0.3]
2019-01-25  [259437083.1, -0.6, -0.7]  [57127641.4, -0.2, -0.8]    [5226974.8, 0.7, -0.2]   [1579657.3, 0.5, -0.5]
2019-01-28  [173877542.9, -0.0, -0.6]  [38929450.6, -0.1, -0.3]     [4113243.7, 0.7, 0.0]   [1306595.1, 0.6, -0.4]
2019-01-29   [122344848.2, 0.0, -0.2]  [36129631.8, -0.0, -0.3]    [4628064.6, 0.7, -0.0]   [2797228.9, 0.5, -1.1]
2019-01-30  [133264720.7, -0.0, -0.3]   [29898684.0, 0.0, -0.2]    [6369049.6, 0.7, -0.2]   [2979544.5, 0.5, -1.2]
2019-01-31   [117995362.5, 0.1, -0.2]   [29099265.5, 0.1, -0.2]    [8904642.9, 0.7, -0.5]    [-607666.5, 1.0, 0.6]
2019-02-01   [107667621.9, 1.2, -1.1]   [28291489.0, 0.1, -0.2]    [9588713.0, 0.6, -0.4]     [547659.8, 0.3, 0.7]
2019-02-04   [143977959.6, 1.2, -1.5]  [35460424.5, -0.2, -0.2]     [976495.0, 1.0, -0.2]   [1616349.9, 0.5, -0.1]
2019-02-05   [145399173.0, 1.2, -1.5]   [-43900247.8, 1.4, 1.4]    [3368508.3, 1.1, -0.4]   [1828360.7, 0.5, -0.1]
2019-02-06   [122008245.9, 0.6, -0.6]   [-46519904.9, 1.3, 1.7]    [1747506.7, 0.8, -0.0]   [2055101.3, 0.4, -0.1]
2019-02-07   [111031249.6, 0.7, -0.5]   [32070320.9, 1.1, -1.1]     [2680271.2, 0.5, 0.0]   [2444009.2, 0.4, -0.2]
2019-02-08   [115510059.0, 0.7, -0.6]   [21019064.7, 0.6, -0.1]     [5196349.0, 0.1, 0.1]   [1589700.1, 0.5, -0.1]
2019-02-11   [117642062.7, 0.7, -0.6]   [26479096.3, 0.6, -0.3]     [4653938.4, 0.1, 0.2]   [1185617.7, 0.5, -0.0]
2019-02-12    [98500785.6, 0.7, -0.5]   [27481493.2, 0.6, -0.3]      [907936.1, 0.2, 0.5]    [702859.3, 0.5, -0.0]
2019-02-13    [76292949.2, 0.6, -0.3]   [29920403.7, 0.6, -0.4]     [3991131.5, 0.1, 0.3]    [1075655.9, 0.1, 0.1]
2019-02-14    [82017982.5, -0.0, 0.1]   [24800634.8, 0.6, -0.2]     [4001761.4, 0.1, 0.3]     [771099.4, 0.3, 0.2]
2019-02-15   [120969437.6, -0.4, 0.0]   [14761107.2, 0.7, -0.2]    [5812507.6, 0.1, -0.2]     [769331.0, 0.3, 0.1]
2019-02-19  [146714780.8, -0.5, -0.1]    [14503089.9, 0.2, 0.2]  [16967817.6, -1.8, -0.2]   [1334581.9, -0.0, 0.1]
2019-02-20  [134572397.7, -0.5, -0.1]   [19401271.6, -0.1, 0.3]  [19995083.0, -0.7, -1.7]   [1967707.8, 0.2, -0.6]
2019-02-21   [103687042.2, -0.3, 0.0]  [32611189.5, -0.2, -0.2]   [8185736.0, -0.2, -0.0]   [1343440.5, 0.4, -0.3]
2019-02-22    [72804374.7, -0.2, 0.3]  [53158276.1, -0.7, -0.5]   [8796408.9, -0.3, -0.1]    [-381011.6, 1.0, 0.5]
2019-02-25      [7533086.3, 0.3, 0.6]  [65137742.8, -0.9, -0.9]  [10000351.8, -0.4, -0.1]    [-167054.4, 0.6, 0.9]
2019-02-26     [20638469.9, 0.3, 0.4]  [56957641.4, -0.8, -0.6]  [13211124.1, -0.6, -0.3]     [524608.1, 0.6, 0.3]
2019-02-27     [-4130229.6, 0.6, 0.4]  [56349107.6, -0.7, -0.7]  [13287634.3, -0.4, -0.4]     [945244.8, 0.7, 0.0]
2019-02-28    [25273392.9, 0.7, -0.0]  [50928366.7, -0.6, -0.4]  [14780115.5, -0.6, -0.4]    [1512115.0, 0.5, 0.0]
2019-03-01     [32224312.0, 0.1, 0.3]  [55820458.5, -0.9, -0.4]  [11793403.2, -0.3, -0.3]    [1620682.8, 0.5, 0.0]
2019-03-04    [85079567.7, -0.6, 0.3]  [59511772.5, -0.7, -0.7]  [11870423.3, -0.2, -0.4]   [2334861.4, 0.4, -0.2]
2019-03-05    [-1153268.7, 1.3, -0.2]  [41249009.5, -0.4, -0.1]  [12772271.2, -0.2, -0.5]   [2986898.8, 0.5, -0.5]
2019-03-06    [93803375.5, 1.0, -1.4]  [38682047.1, -0.4, -0.1]  [13899342.8, -0.3, -0.6]   [1518580.9, 0.7, -0.2]
2019-03-07    [56019247.9, 0.5, -0.2]  [51269862.6, -0.5, -0.4]  [16449326.2, -0.5, -0.6]   [1290458.8, 0.6, -0.1]
2019-03-08    [61379121.1, 0.5, -0.2]  [46297087.9, -0.3, -0.4]  [11670231.8, -0.2, -0.4]   [1745118.1, 0.4, -0.1]
2019-03-11    [75970723.2, 0.4, -0.3]  [32286306.1, -0.2, -0.1]  [10156359.3, -0.1, -0.3]   [1844841.5, 0.3, -0.1]
2019-03-12    [96292229.4, 0.2, -0.3]  [35283674.3, -0.1, -0.2]  [11178995.2, -0.3, -0.2]   [2569021.3, 0.3, -0.4]
2019-03-13  [147800494.3, -0.0, -0.7]   [16651970.3, 0.8, -0.4]    [8289563.9, 0.5, -0.5]   [2978424.4, 0.0, -0.4]
2019-03-14   [129456094.9, 0.1, -0.6]   [35855333.6, 0.8, -1.1]    [2880637.3, 0.9, -0.2]   [1686904.5, 0.4, -0.2]
2019-03-15    [71217125.4, 0.1, -0.1]   [29318560.3, 0.6, -0.7]    [7972251.8, 0.8, -0.8]   [1160669.9, 0.5, -0.1]
2019-03-18  [174277926.7, -0.7, -0.4]   [40540459.8, 0.2, -0.5]    [6528406.1, 0.2, -0.0]   [1163784.6, 0.5, -0.0]
2019-03-19  [188274478.5, -0.1, -1.1]  [44599581.7, -0.2, -0.3]     [7205179.8, 0.1, 0.1]    [992612.3, -0.1, 0.6]
2019-03-20     [62565332.0, 0.2, 0.2]  [48723278.2, -0.3, -0.2]    [7859206.8, 0.1, -0.0]   [1627653.3, -0.2, 0.3]
2019-03-21     [53115663.4, 0.2, 0.2]  [74223601.3, -0.7, -0.6]    [8024788.1, 0.1, -0.1]  [3532050.8, -0.6, -0.3]
2019-03-22     [56209140.5, 0.2, 0.3]  [97881343.7, -1.0, -0.9]     [4546767.1, 0.3, 0.1]  [4916076.5, -0.7, -1.0]
2019-03-25     [65438319.2, 0.1, 0.3]  [98322233.8, -1.0, -0.9]     [3755055.8, 0.1, 0.3]   [2925724.8, -0.6, 0.1]
2019-03-26    [95887108.0, -0.0, 0.2]  [90307622.1, -1.0, -0.7]    [5602692.2, -0.3, 0.4]   [2243937.1, -0.3, 0.2]
2019-03-27  [179172291.6, -0.4, -0.1]  [88770643.7, -1.0, -0.6]      [127966.8, 0.3, 0.6]   [1738926.0, -0.3, 0.5]
2019-03-28    [-42658973.3, 0.8, 0.5]  [80487589.5, -0.9, -0.5]     [5203759.9, 0.1, 0.0]   [1098447.3, -0.1, 0.6]
2019-03-29    [-81324122.4, 0.9, 0.7]  [77953632.5, -0.9, -0.6]   [6382661.9, -0.0, -0.0]   [2549036.5, -0.3, 0.1]
2019-04-01    [-24874428.2, 0.7, 0.4]  [43228521.4, -0.2, -0.2]   [8909255.4, -0.0, -0.4]   [3567722.0, -0.6, 0.1]
2019-04-02     [23260626.5, 0.7, 0.0]   [23027139.1, -0.0, 0.2]    [7516197.9, 0.1, -0.3]   [3117791.5, -0.5, 0.2]
2019-04-03     [17751172.5, 0.5, 0.2]     [8115035.1, 0.3, 0.3]     [1556564.4, 0.7, 0.2]   [2296444.5, -0.2, 0.2]
2019-04-04     [38936794.1, 0.4, 0.1]    [11698037.0, 0.4, 0.1]     [1062791.6, 0.8, 0.2]    [-216279.6, 0.4, 0.5]
2019-04-05     [46673465.2, 0.2, 0.2]     [9532952.5, 0.4, 0.2]    [5940539.7, 0.9, -0.8]      [31474.0, 0.4, 0.5]
2019-04-08    [73270284.1, 0.1, -0.1]   [15299526.7, 0.3, -0.1]    [6089903.9, 0.7, -0.6]     [732606.0, 0.4, 0.1]
2019-04-09  [129721111.3, -0.4, -0.4]    [19188254.0, 0.0, 0.0]    [6097365.8, 0.7, -0.6]   [1030290.5, 0.4, -0.0]
2019-04-10  [140073837.1, -0.4, -0.5]     [9554100.8, 0.2, 0.3]    [7825736.6, 0.8, -0.8]     [936911.4, 0.3, 0.1]
2019-04-11  [161515479.7, -0.8, -0.3]   [10682785.7, 0.4, -0.0]    [7810208.9, 0.6, -0.7]   [1369395.6, 0.4, -0.4]
2019-04-12    [-80111005.1, 1.0, 1.1]   [12504143.7, -0.0, 0.2]    [7981255.3, 0.6, -0.7]   [1426239.0, 0.4, -0.4]
2019-04-15     [19189311.5, 0.5, 0.2]     [9309574.4, 0.2, 0.2]    [6373228.6, 0.6, -0.6]   [1563266.5, 0.7, -0.7]
2019-04-16    [56373837.8, 0.8, -0.6]   [19899494.9, 0.8, -1.0]    [8069734.5, 0.2, -0.4]    [877345.9, 0.8, -0.3]
2019-04-17    [53130089.2, 0.5, -0.3]   [26221673.8, 0.5, -1.0]    [6582517.9, 0.1, -0.1]   [1671808.2, 0.4, -0.4]
2019-04-18    [63964808.5, 0.5, -0.5]    [12681618.0, 0.1, 0.3]     [2867712.1, 0.4, 0.1]   [1909015.7, -0.2, 0.2]
2019-04-22    [63914327.8, 0.5, -0.5]     [6752875.7, 0.5, 0.2]      [561163.1, 0.6, 0.3]    [1216935.2, 0.3, 0.1]
2019-04-23    [91817247.3, 0.2, -0.6]   [18465291.7, 0.2, -0.2]      [189710.7, 0.4, 0.5]  [3156424.6, -0.0, -0.6]
2019-04-24   [101821231.0, 0.5, -1.1]   [18279077.3, -0.1, 0.2]      [804576.7, 0.1, 0.6]  [3488784.5, -0.1, -0.6]
2019-04-25   [108053673.8, 0.5, -1.2]   [25953029.8, -0.3, 0.1]    [1933423.9, -0.0, 0.5]  [2705809.3, -0.1, -0.3]
2019-04-26       [877744.8, 0.2, 0.9]  [41745169.3, -0.7, -0.2]     [2686150.7, 0.1, 0.3]   [2294501.0, 0.0, -0.2]
2019-04-29    [-69473666.4, 1.3, 0.9]  [55376189.3, -1.0, -0.5]    [3393558.9, 1.2, -0.9]   [1987217.4, 0.0, -0.1]
2019-04-30    [80027471.3, 0.6, -0.6]   [25158131.0, 0.1, -0.0]    [5828691.9, 0.8, -1.1]   [1648925.1, 0.1, -0.1]
2019-05-01    [75842056.1, 0.4, -0.2]   [-86458631.9, 3.2, 1.9]    [3318380.6, 0.5, -0.1]   [2091959.6, 0.2, -0.4]
2019-05-02    [84585917.6, 0.4, -0.3]   [73882234.0, 1.1, -2.8]    [3746364.2, 0.4, -0.1]   [2320954.3, 0.3, -0.6]
2019-05-03    [94117663.2, 0.3, -0.3]   [35180833.2, 0.4, -0.2]    [4257414.3, 0.4, -0.2]   [1862812.1, 0.4, -0.3]
2019-05-06   [111299641.4, 0.3, -0.4]   [38153913.9, 0.3, -0.2]    [5383729.5, 0.3, -0.2]    [1417676.6, 0.3, 0.0]
2019-05-07   [125578874.6, 0.3, -0.5]   [43750853.1, 0.3, -0.2]    [6532155.9, 0.2, -0.3]   [1616233.3, 0.3, -0.1]
2019-05-08   [108588692.1, 0.4, -0.4]   [48404791.3, 0.3, -0.3]    [7411842.8, 0.1, -0.3]   [1826049.4, 0.3, -0.1]
2019-05-09   [100318513.8, 0.1, -0.2]   [51619602.2, 0.2, -0.3]    [4905592.8, -0.1, 0.2]   [2457413.3, 0.1, -0.2]
2019-05-10    [77041454.5, 0.4, -0.2]   [42883853.3, 0.3, -0.3]    [7301337.1, -0.5, 0.1]   [3318457.6, 0.1, -0.4]
2019-05-13    [70894182.6, 0.4, -0.0]    [18844664.1, 0.2, 0.1]  [11229402.7, -0.8, -0.5]  [3906875.3, -0.0, -0.5]
2019-05-14    [96304136.5, 0.2, -0.1]   [17384482.6, 0.4, -0.0]  [13555853.8, -0.9, -0.7]   [2454708.7, 0.0, -0.0]
2019-05-15  [169197475.5, -0.4, -0.2]   [14697604.8, 0.6, -0.0]  [10178653.7, -0.5, -0.5]   [1943731.2, 0.3, -0.1]
2019-05-16  [141750790.6, -0.2, -0.2]   [15900667.4, 0.8, -0.3]  [10104950.4, -0.4, -0.5]   [2600895.7, 0.3, -0.4]
2019-05-17  [109511322.8, -0.1, -0.0]   [22577806.6, 0.4, -0.1]   [9882518.7, -0.4, -0.5]   [2676374.3, 0.5, -0.6]
2019-05-20  [138587527.5, -0.1, -0.3]   [25942143.5, 0.6, -0.4]   [7158420.6, -0.1, -0.3]   [1655000.1, 0.7, -0.4]
2019-05-21     [64858566.8, 0.3, 0.0]   [26655886.5, 0.6, -0.4]    [8205757.3, 0.1, -0.6]    [839229.1, 0.8, -0.2]
2019-05-22    [50257668.8, 0.8, -0.3]   [22401687.3, 0.5, -0.2]   [8884706.6, -0.1, -0.5]    [872073.4, 0.6, -0.0]
2019-05-23    [-12611469.7, 0.6, 0.5]   [16652803.0, 0.7, -0.2]    [5086540.6, -0.4, 0.6]     [561251.3, 0.5, 0.1]
2019-05-24    [34634691.6, -0.2, 0.7]   [11334321.5, 0.6, -0.1]    [-3003084.2, 0.8, 0.9]   [1100237.1, 0.6, -0.3]
2019-05-28    [39508761.4, -0.1, 0.6]     [9059088.6, 0.5, 0.1]    [5874785.6, 0.3, -0.2]   [1458328.2, 0.0, -0.0]
2019-05-29     [20132601.9, 0.2, 0.5]   [17773466.4, 0.3, -0.0]     [5462145.7, 0.2, 0.1]  [1821679.4, -0.2, -0.1]
2019-05-30    [62611009.8, -0.1, 0.3]   [19687399.5, 0.3, -0.1]     [6617394.2, 0.0, 0.1]  [2381777.2, -0.3, -0.3]
2019-05-31    [94391622.9, -0.4, 0.2]  [30292726.6, -0.1, -0.1]   [8547879.1, -0.1, -0.1]  [2746251.8, -0.7, -0.3]
2019-06-03  [151235983.7, -0.9, -0.1]  [33248230.7, -0.4, -0.0]   [8621836.3, -0.1, -0.1]  [2547381.4, -0.4, -0.5]
2019-06-04    [57804775.8, 0.7, -0.3]   [41345919.1, 2.0, -2.3]   [9660806.4, -0.1, -0.2]  [2383589.3, -0.4, -0.4]
2019-06-05   [108030458.8, 0.3, -0.6]   [88395654.8, 0.5, -2.8]    [8705282.9, 0.1, -0.2]   [1329655.7, 1.3, -0.9]
2019-06-06    [81052614.7, 0.3, -0.2]   [33320815.5, 0.3, -0.1]   [8171162.2, -0.1, -0.0]   [2250898.6, 1.1, -1.4]
2019-06-07    [93056757.3, 0.4, -0.3]   [38887758.3, 0.3, -0.2]   [7676553.8, -0.0, -0.0]   [1655027.2, 1.0, -0.8]
2019-06-10   [103182786.1, 0.3, -0.3]   [43238297.6, 0.2, -0.2]    [8081139.7, 0.2, -0.4]   [1702611.4, 0.9, -0.5]
2019-06-11   [112040712.9, 0.2, -0.4]   [45166059.1, 0.2, -0.3]    [6851820.6, 0.4, -0.4]   [1836310.7, 0.9, -0.5]
2019-06-12   [137302371.5, 0.2, -0.5]   [50381061.0, 0.2, -0.3]    [3961438.6, 0.5, -0.1]   [2328968.6, 0.9, -0.6]
2019-06-13   [131894888.5, 0.2, -0.6]   [47069702.0, 0.2, -0.3]    [3222073.7, 0.6, -0.1]   [2298531.5, 0.9, -0.6]
2019-06-14    [59890505.1, 0.4, -0.2]    [11233030.4, 0.4, 0.1]    [6591225.2, 0.7, -0.6]   [2364154.1, 0.9, -0.7]
2019-06-17    [32948787.8, 0.8, -0.3]    [10782945.8, 0.5, 0.1]    [7216099.0, 0.3, -0.5]    [855389.9, 1.0, -0.4]
2019-06-18    [31804564.1, 0.9, -0.3]     [8386169.2, 0.2, 0.3]    [8029762.6, 0.1, -0.5]    [808246.9, 0.5, -0.0]
2019-06-19    [47987456.0, 0.9, -0.5]    [9355466.6, -0.1, 0.6]    [8377813.4, 0.1, -0.6]    [589288.7, 0.9, -0.2]
2019-06-20    [39482344.5, 0.7, -0.3]    [14901110.7, 0.3, 0.1]    [7867466.7, 0.2, -0.6]     [963414.1, 0.2, 0.1]
2019-06-21    [49999547.3, 0.3, -0.1]    [17384456.8, 0.2, 0.1]    [8592806.6, 0.2, -0.7]   [2573737.8, -1.1, 0.6]
2019-06-24   [81987275.2, -0.2, -0.2]    [18708492.8, 0.2, 0.0]    [9111847.1, 0.2, -0.7]   [2139318.0, 0.3, -0.5]
2019-06-25  [109382736.7, -0.5, -0.3]    [12039808.3, 0.2, 0.3]    [8219897.4, 0.2, -0.5]     [957368.9, 0.5, 0.2]
2019-06-26  [104223928.6, -0.4, -0.2]    [14447657.6, 0.1, 0.4]    [6067557.8, 0.3, -0.3]   [1534221.2, 0.4, -0.0]
2019-06-27   [85675005.6, -0.4, -0.0]    [15080040.4, 0.1, 0.4]    [5195253.1, 0.7, -0.5]   [1811182.2, 0.4, -0.2]
2019-06-28    [64877389.1, -0.1, 0.1]   [34446877.3, -0.3, 0.1]    [4861412.1, 0.7, -0.5]   [1903877.2, 0.4, -0.3]
2019-07-01    [50690386.4, -0.0, 0.1]  [45757891.8, -0.5, -0.0]    [4723517.2, 0.7, -0.4]   [2983995.3, 0.3, -0.4]
2019-07-02    [59216347.3, -0.1, 0.0]  [59932856.1, -0.7, -0.3]    [6488965.6, 0.6, -0.6]   [3746115.2, 0.0, -0.5]
2019-07-03   [67964682.6, -0.1, -0.1]  [76608129.4, -0.9, -0.6]    [5543462.7, 0.2, -0.1]   [3174970.9, 0.2, -0.5]
2019-07-05   [75991137.3, -0.2, -0.2]    [16939065.0, 0.2, 0.2]    [5718016.2, 0.4, -0.3]   [2795843.4, 0.2, -0.4]
2019-07-08   [68833238.5, -0.1, -0.2]    [21417914.7, 0.1, 0.1]    [5859650.6, 0.4, -0.6]   [2676976.0, 0.2, -0.4]
2019-07-09   [87457477.6, -0.0, -0.7]   [24185973.4, 0.1, -0.0]    [6306138.1, 0.3, -0.6]   [3131878.7, 0.0, -0.5]
2019-07-10    [73569014.7, 0.4, -0.7]  [28026369.3, -0.1, -0.0]    [6120197.4, 0.3, -0.5]   [3055408.7, 0.0, -0.4]
2019-07-11    [39578649.1, 0.9, -0.5]    [22983505.3, 0.1, 0.0]    [5982219.0, 0.4, -0.5]   [3148679.6, 0.0, -0.3]
2019-07-12    [32199059.0, 1.0, -0.5]   [27693154.1, 0.3, -0.5]    [6025966.9, 0.4, -0.5]   [1941036.1, 0.3, -0.2]
2019-07-15    [45496055.5, 1.1, -0.8]   [27454495.2, 0.2, -0.4]    [4837612.1, 0.4, -0.3]   [1950617.3, 0.5, -0.4]
2019-07-16    [48364466.7, 0.8, -0.5]   [25801089.5, 0.3, -0.5]    [4173995.0, 0.7, -0.5]   [2133646.4, 0.5, -0.5]
2019-07-17    [49036017.8, 0.7, -0.4]   [25467287.6, 0.2, -0.3]    [4675985.3, 0.5, -0.3]   [2781813.1, 0.5, -0.7]
2019-07-18    [42978340.7, 0.7, -0.4]   [18551485.2, 0.4, -0.2]    [5686215.0, 0.2, -0.2]   [3057284.2, 0.1, -0.5]
2019-07-19    [60262549.4, 0.7, -0.6]   [18032776.6, 0.4, -0.2]    [6311421.3, 0.2, -0.3]   [2963128.4, 0.2, -0.6]
2019-07-22    [43675693.7, 0.7, -0.4]   [15616904.8, 0.7, -0.4]    [7131244.0, 0.3, -0.5]   [2637486.9, 0.3, -0.6]
2019-07-23    [44448988.3, 0.4, -0.2]   [19466631.0, 0.5, -0.3]    [4373238.9, 0.3, -0.2]   [3309971.4, 0.2, -0.8]
2019-07-24   [72006575.8, -0.1, -0.1]   [19565215.0, 0.5, -0.4]    [5126543.7, 0.1, -0.1]   [3575058.6, 0.2, -1.0]
2019-07-25    [56325447.4, 0.1, -0.0]   [21179550.4, 0.4, -0.2]   [8481101.5, -0.2, -0.6]   [2404126.6, 0.5, -0.6]
2019-07-26  [106042635.9, -0.3, -0.5]   [20365956.7, 0.7, -0.4]    [1864889.7, 1.2, -0.3]   [2462270.2, 0.4, -0.5]
2019-07-29    [92546790.0, 0.7, -1.2]   [-51999666.7, 2.8, 0.3]    [6283544.7, 0.7, -0.9]   [1981393.4, 0.6, -0.5]
2019-07-30    [53238336.6, 0.9, -0.7]   [37297465.5, 0.4, -0.4]    [4187829.4, 0.5, -0.2]   [1987522.6, 1.0, -0.9]
2019-07-31    [54167232.4, 1.0, -0.8]   [36469610.0, 0.3, -0.2]    [4652497.9, 0.5, -0.2]   [1828525.8, 1.0, -0.8]
2019-08-01    [59684105.8, 0.5, -0.3]   [38752362.1, 0.3, -0.3]    [5050212.8, 0.5, -0.2]   [2094568.0, 1.1, -1.0]
2019-08-02    [64009624.8, 0.5, -0.3]   [41705524.0, 0.3, -0.3]    [6882884.3, 0.4, -0.3]   [1870322.0, 0.9, -0.8]
2019-08-05    [67124071.2, 0.5, -0.3]   [45581521.1, 0.2, -0.3]    [8754135.8, 0.2, -0.4]   [1839239.7, 1.0, -0.8]
2019-08-06    [76430779.5, 0.4, -0.2]   [54059243.5, 0.2, -0.4]   [10229241.0, 0.1, -0.4]   [1907897.3, 0.8, -0.7]
2019-08-07    [81655435.1, 0.3, -0.2]   [55233045.2, 0.1, -0.3]    [6537174.3, 0.1, -0.0]   [1891306.6, 0.9, -0.7]
2019-08-08    [78324659.8, 0.3, -0.2]   [38078700.4, 0.1, -0.2]    [8580227.1, -0.3, 0.0]   [1788358.6, 1.0, -0.6]
2019-08-09    [81035366.8, 0.4, -0.3]  [40366517.4, -0.0, -0.1]    [8290706.8, -0.3, 0.0]   [1999004.4, 0.9, -0.5]
2019-08-12    [61696650.2, 0.5, -0.2]   [28117797.9, 0.2, -0.0]     [2583576.6, 0.2, 0.3]   [2530912.3, 0.7, -0.5]
2019-08-13    [21247139.9, 1.1, -0.3]    [15920044.7, 0.4, 0.0]    [7268164.0, -0.1, 0.0]   [2144386.2, 0.8, -0.5]
2019-08-14    [45734026.9, 1.1, -0.6]    [15953251.7, 0.4, 0.1]   [10333448.9, 0.3, -0.8]   [3029455.2, 0.8, -0.7]
2019-08-15    [45732942.7, 1.1, -0.6]   [18682812.9, 0.4, -0.0]    [8623142.9, 0.5, -0.7]   [2874837.7, 0.8, -0.6]
2019-08-16    [51111780.9, 0.8, -0.4]   [18384821.9, 0.3, -0.0]    [4811219.3, 0.6, -0.2]   [2988322.3, 0.7, -0.6]
2019-08-19    [51309656.2, 0.8, -0.5]   [20174967.7, 0.2, -0.0]    [5172293.4, 0.7, -0.3]   [3015630.2, 0.7, -0.7]
2019-08-20    [76589103.5, 0.7, -0.8]   [26645039.0, 0.2, -0.2]    [5026971.4, 0.7, -0.3]   [1346237.3, 0.8, -0.3]
2019-08-21    [55446929.0, 0.9, -0.7]   [36794541.5, 0.1, -0.6]    [6465015.8, 0.7, -0.4]     [644683.7, 0.5, 0.1]
2019-08-22    [45287578.6, 1.0, -0.7]   [21299301.1, 0.6, -0.5]    [8594157.7, 0.5, -0.4]     [560083.7, 0.5, 0.1]
2019-08-23    [39200683.9, 1.0, -0.6]   [18068178.7, 0.7, -0.5]    [6806473.3, 0.6, -0.4]     [357788.2, 0.5, 0.2]
2019-08-26    [55945154.9, 1.1, -1.0]   [26620358.5, 0.8, -0.9]     [3822617.6, 0.4, 0.1]   [1538406.4, 0.8, -0.5]
2019-08-27    [60568291.7, 0.3, -0.3]   [26445069.7, 0.3, -0.4]     [3886503.8, 0.1, 0.3]   [1933634.1, 0.0, -0.1]
2019-08-28    [61334390.4, 0.2, -0.2]   [24875234.8, 0.3, -0.3]     [4991647.1, 0.2, 0.2]   [2438900.9, -0.3, 0.0]
2019-08-29    [63608698.7, 0.2, -0.2]   [28028719.1, 0.3, -0.6]    [7351736.0, 0.1, -0.0]   [2644955.3, -0.4, 0.0]
2019-08-30    [64929231.9, 0.1, -0.2]   [29703853.1, 0.2, -0.6]  [10936238.4, -0.1, -0.3]  [2731564.6, -0.3, -0.3]
2019-09-03    [67220677.5, 0.1, -0.2]   [27616238.6, 0.2, -0.5]  [14559771.6, -0.3, -0.7]  [3295173.2, -0.4, -0.4]
2019-09-04   [80274490.8, -0.0, -0.2]   [28448584.8, 0.2, -0.4]  [12802581.2, -0.1, -0.7]  [3305951.3, -0.4, -0.3]
2019-09-05  [106936433.5, -0.3, -0.4]  [35663046.7, -0.1, -0.5]   [8758901.7, -0.1, -0.2]  [4089784.3, -0.6, -0.5]
2019-09-06    [62198191.3, -0.1, 0.0]   [22141097.6, 0.0, -0.0]    [5542483.9, 0.2, -0.0]  [3336301.4, -0.5, -0.4]
2019-09-09    [89348055.6, -0.6, 0.1]   [24062610.2, -0.1, 0.0]     [4468168.2, 0.3, 0.0]  [3221527.6, -0.5, -0.3]
2019-09-10   [99968790.1, -0.6, -0.1]   [16537335.2, -0.1, 0.4]    [7002910.5, 0.2, -0.2]  [3992120.7, -0.6, -0.7]
2019-09-11    [79775372.2, -0.5, 0.1]   [16297089.9, -0.1, 0.5]   [7615129.3, -0.1, -0.1]  [3752169.1, -0.3, -0.7]
2019-09-12    [69633363.8, -0.4, 0.2]   [30878564.2, -0.5, 0.3]    [6563899.2, -0.4, 0.4]  [3525181.2, -0.3, -0.5]
2019-09-13    [49352851.7, -0.3, 0.4]  [47102111.6, -0.8, -0.0]    [-426743.0, -0.1, 1.3]  [3184898.8, -0.3, -0.4]
2019-09-16    [48526248.4, -0.4, 0.4]   [20120763.3, -0.2, 0.5]    [5891476.6, -0.2, 0.4]  [2738751.8, -0.1, -0.3]
2019-09-17    [89352587.5, -0.9, 0.2]  [44965469.4, -0.4, -0.3]  [12465030.3, -0.4, -0.2]  [2663989.0, -0.1, -0.3]
2019-09-18  [100495037.1, -0.8, -0.0]   [26643597.4, 0.0, -0.1]    [7144378.8, 0.2, -0.0]  [2722166.7, -0.2, -0.2]
2019-09-19  [132747816.9, -1.0, -0.5]   [24171346.1, 0.2, -0.2]   [11881445.0, 0.1, -0.4]  [3173679.2, -0.2, -0.4]
2019-09-20   [84998167.6, -0.6, -0.0]   [14982676.3, 0.4, -0.1]   [12623876.8, 0.1, -0.5]  [2775834.7, -0.1, -0.3]
2019-09-23  [185769516.6, -1.7, -0.8]  [35409798.9, -0.1, -0.3]   [12397550.3, 0.2, -0.6]  [2221733.6, -0.2, -0.1]
2019-09-24   [75204353.4, -0.3, -0.0]  [37083284.1, -0.2, -0.2]    [8799577.9, 0.3, -0.4]  [2098110.9, -0.2, -0.1]
2019-09-25    [43245897.3, -0.1, 0.5]   [29586970.4, -0.2, 0.1]    [8414718.0, 0.5, -0.5]   [1706523.8, -0.1, 0.1]
2019-09-26    [46809756.9, -0.1, 0.5]   [30859399.0, -0.2, 0.1]    [7394721.1, 0.6, -0.5]   [1404938.1, -0.1, 0.3]
2019-09-27    [47588939.9, -0.1, 0.4]   [26497316.9, -0.2, 0.2]    [4193822.4, 0.6, -0.3]     [886688.1, 0.0, 0.4]
2019-09-30    [55798326.6, -0.1, 0.3]   [31840571.1, -0.3, 0.2]    [5434105.2, 0.1, -0.0]   [1686267.0, -0.6, 0.5]
2019-10-01    [77160059.2, -0.4, 0.3]   [43250236.7, -0.5, 0.0]   [7717569.8, -0.3, -0.0]    [681235.8, -0.1, 0.5]
2019-10-02  [128748184.9, -0.6, -0.1]  [69733129.0, -0.9, -0.4]   [8926775.4, -0.5, -0.1]        [348.2, 0.2, 0.8]
2019-10-03     [37578302.8, 0.0, 0.4]  [43373174.7, -0.5, -0.0]    [2955133.0, 1.3, -0.7]  [2687974.5, -0.4, -0.4]
2019-10-04     [43182048.9, 0.0, 0.4]   [27677742.8, -0.0, 0.1]   [12687665.1, 0.5, -1.5]    [763857.8, 1.5, -0.8]
2019-10-07     [55836206.7, 0.1, 0.1]  [52761496.1, -0.5, -0.4]    [6270126.8, 0.3, -0.2]   [2404768.8, 1.1, -1.7]
2019-10-08     [29927151.0, 0.4, 0.1]   [48446193.0, 0.4, -1.1]    [6451920.4, 0.3, -0.2]   [1673142.0, 0.9, -0.8]
2019-10-09    [42382178.5, 0.4, -0.1]   [31938126.0, 0.7, -0.9]    [7878772.3, 0.3, -0.3]   [1680802.5, 0.7, -0.6]
2019-10-10     [33230350.1, 0.3, 0.1]    [9301375.9, 0.7, -0.1]    [8784966.8, 0.2, -0.3]   [1655726.2, 0.7, -0.6]
2019-10-11     [24481710.8, 0.4, 0.1]    [8600776.8, 0.8, -0.2]   [11172612.6, 0.0, -0.4]   [1576104.2, 0.7, -0.6]
2019-10-14    [43248787.4, 0.6, -0.4]   [14237188.9, 0.7, -0.3]  [13733389.4, -0.1, -0.6]   [1495576.7, 0.8, -0.6]
2019-10-15    [49486652.6, 0.1, -0.1]   [13026346.6, 0.5, -0.1]    [6613648.6, 0.2, -0.1]    [946382.9, 0.9, -0.5]
2019-10-16   [71319807.3, -0.4, -0.0]   [21139554.2, -0.2, 0.2]   [8036579.9, -0.1, -0.1]    [773247.6, 0.6, -0.2]
2019-10-17   [97917479.6, -0.6, -0.4]  [29827869.6, -0.4, -0.1]   [7999720.4, -0.1, -0.1]   [1097652.7, -0.2, 0.2]
2019-10-18   [76656468.8, -0.4, -0.1]   [24068209.7, -0.3, 0.1]   [7618356.3, -0.1, -0.0]   [1003023.0, -0.2, 0.3]
2019-10-21    [74713537.1, -0.4, 0.0]   [26257904.8, -0.4, 0.2]     [5900193.2, 0.0, 0.1]     [984438.4, 0.1, 0.1]
2019-10-22  [105733165.2, -0.7, -0.3]   [30554105.0, -0.4, 0.0]    [6936888.3, -0.3, 0.2]     [-25259.5, 0.6, 0.5]
2019-10-23  [142822237.3, -0.9, -0.7]  [43946731.2, -0.7, -0.2]   [9721898.3, -0.4, -0.1]    [944797.1, -0.0, 0.3]
2019-10-24    [60128213.7, -0.2, 0.0]  [42606110.6, -0.7, -0.2]   [8880262.5, -0.2, -0.2]   [1237375.1, 0.1, -0.1]
2019-10-25  [112464364.3, -0.6, -0.5]  [34593997.0, -0.4, -0.2]   [-10301650.7, 1.4, 1.5]   [1478377.7, 0.0, -0.2]
2019-10-28      [226212.4, 2.1, -0.9]  [34244781.6, -0.3, -0.3]    [-2047765.0, 0.4, 1.3]  [1389765.0, -0.0, -0.1]
2019-10-29   [184666549.3, 0.9, -3.1]   [14774183.5, 1.1, -0.6]    [5415106.6, 0.6, -0.1]   [1626550.8, 0.0, -0.3]
2019-10-30    [79749156.6, 0.3, -0.4]   [24352441.4, 0.5, -0.4]    [6324111.2, 0.6, -0.2]  [1867768.8, -0.0, -0.4]
2019-10-31    [77999081.9, 0.3, -0.4]   [19283536.1, 0.5, -0.2]    [8374894.3, 0.4, -0.3]   [1564763.2, 0.6, -0.6]
2019-11-01    [79739286.3, 0.3, -0.4]   [21540471.2, 0.5, -0.2]    [9297231.0, 0.3, -0.2]   [1752392.5, 0.4, -0.7]
2019-11-04    [79930051.6, 0.3, -0.4]   [23676331.8, 0.4, -0.2]   [10696939.1, 0.3, -0.3]   [1309636.8, 0.5, -0.3]
2019-11-05    [86534277.8, 0.3, -0.4]   [29593890.7, 0.3, -0.3]   [10234262.9, 0.3, -0.3]   [1325054.3, 0.5, -0.3]
2019-11-06    [71855039.8, 0.3, -0.4]   [38161745.7, 0.2, -0.4]    [3755355.5, 0.6, -0.1]   [1697314.9, 0.3, -0.3]
2019-11-07    [42955799.0, 0.2, -0.1]   [48071226.0, 0.1, -0.5]     [3070444.0, 0.4, 0.1]   [2197011.7, 0.4, -0.6]
2019-11-08    [39798378.7, 0.3, -0.1]   [35955521.7, 0.2, -0.3]     [3900927.7, 0.3, 0.1]   [1948838.5, 0.5, -0.4]
2019-11-11    [47161046.3, 0.1, -0.1]  [43775113.4, -0.4, -0.0]     [1866272.1, 0.4, 0.3]   [2496478.6, 0.3, -0.5]
2019-11-12    [52216328.0, 0.4, -0.4]  [73138582.2, -0.7, -0.8]    [2141261.4, 0.6, -0.0]   [2179473.8, 0.4, -0.5]
2019-11-13    [41227487.0, 0.4, -0.3]  [46052875.8, -0.1, -0.5]    [5197176.0, -0.4, 0.5]   [2174488.8, 0.6, -0.7]
2019-11-14    [62697292.6, 0.2, -0.5]   [22771298.4, 0.2, -0.1]   [8034069.3, -0.1, -0.2]   [1619238.9, 0.6, -0.4]
2019-11-15   [88837406.8, -0.2, -0.7]   [24309596.1, 0.1, -0.1]  [10587207.2, -0.3, -0.4]   [1632282.3, 0.6, -0.4]
2019-11-18     [25399068.0, 0.1, 0.5]   [32714467.8, 0.1, -0.3]  [10851478.9, -0.3, -0.6]   [1057441.9, 0.8, -0.3]
2019-11-19     [12962973.1, 0.1, 0.8]   [31422131.9, 0.1, -0.3]   [9386899.5, -0.2, -0.5]    [781499.4, 0.6, -0.1]
2019-11-20     [43545531.8, 0.0, 0.1]   [25788005.7, 0.2, -0.3]   [8924288.1, -0.1, -0.4]   [1428897.7, 0.2, -0.1]
2019-11-21     [47954989.3, 0.0, 0.1]   [21371378.7, 0.5, -0.4]   [9945180.7, -0.1, -0.5]  [2026050.2, -0.0, -0.3]
2019-11-22    [54804728.6, -0.1, 0.1]   [21648226.2, 0.5, -0.4]   [9621568.7, -0.1, -0.5]   [-2012266.3, 1.4, 1.1]
2019-11-25   [77253226.3, -0.3, -0.1]   [24305447.2, 0.3, -0.3]    [7874388.6, 0.1, -0.4]     [873150.5, 0.1, 0.5]
2019-11-26   [92020462.3, -0.5, -0.2]   [29631902.0, 0.1, -0.3]    [7536155.7, 0.2, -0.4]   [1663673.8, 0.4, -0.3]
2019-11-27  [103003576.9, -0.4, -0.4]   [31064767.9, 0.1, -0.3]    [6769656.5, 0.2, -0.4]   [2019805.1, 0.3, -0.3]
2019-11-29    [70879514.2, 0.0, -0.3]     [9699846.0, 0.3, 0.2]    [6155304.7, 0.2, -0.2]   [1894828.7, 0.1, -0.1]
2019-12-02    [75679546.0, 0.0, -0.4]     [5602514.2, 0.1, 0.6]    [5008060.8, 0.4, -0.3]   [1863340.9, 0.3, -0.3]
2019-12-03   [93402531.5, -0.5, -0.1]   [20544085.0, -0.6, 0.6]    [6447880.9, 0.3, -0.4]   [1412659.1, 0.4, -0.2]
2019-12-04  [106214150.5, -0.4, -0.4]  [34746226.4, -0.4, -0.2]    [6237712.5, 0.3, -0.4]   [1322561.3, 0.4, -0.2]
2019-12-05  [109686039.2, -0.4, -0.5]   [21784724.0, -0.2, 0.3]    [6332278.8, 0.3, -0.4]   [1372840.5, 0.1, -0.2]
2019-12-06  [123470491.4, -0.5, -0.6]   [19702752.9, -0.1, 0.2]    [7714331.6, 0.2, -0.6]  [1631447.5, -0.1, -0.2]
2019-12-09  [119267226.9, -0.4, -0.5]   [18411928.0, -0.1, 0.3]    [7864531.7, 0.2, -0.7]  [1982004.1, -0.1, -0.4]
2019-12-10  [114950623.7, -0.5, -0.5]   [16997414.6, -0.0, 0.4]    [7778319.3, 0.2, -0.7]  [1952581.9, -0.1, -0.6]
2019-12-11  [115403687.6, -0.4, -0.6]   [20841230.6, -0.1, 0.3]    [8045720.8, 0.1, -0.5]   [1693708.1, 0.2, -0.6]
2019-12-12   [74679264.1, -0.1, -0.2]   [31618596.1, -0.3, 0.0]   [9512120.6, -0.3, -0.4]   [1560310.0, 0.2, -0.5]
2019-12-13    [54180460.3, 0.2, -0.2]   [20599476.5, -0.0, 0.2]   [9729883.7, -0.5, -0.1]   [1494506.8, 0.3, -0.5]
2019-12-16    [58900319.2, -0.1, 0.0]   [30841069.5, 0.0, -0.2]    [5238712.6, -0.2, 0.4]   [1250697.2, 0.2, -0.3]
2019-12-17    [53299416.5, -0.1, 0.1]   [32269013.9, 0.2, -0.5]    [4873151.4, -0.1, 0.4]  [1345244.8, -0.0, -0.1]
2019-12-18     [28169250.0, 0.3, 0.2]   [14666936.6, 0.6, -0.1]    [5244096.7, -0.3, 0.5]   [1295107.2, 0.2, -0.2]
2019-12-19     [21568673.4, 0.3, 0.3]   [18075973.4, 0.5, -0.1]    [5194612.0, -0.2, 0.4]     [774875.5, 0.4, 0.0]
2019-12-20    [38755417.1, 0.4, -0.0]   [16247911.2, 0.5, -0.1]    [6391794.0, -0.3, 0.3]     [198108.8, 0.8, 0.2]
2019-12-23    [37540311.1, -0.4, 0.8]     [8250102.4, 0.5, 0.4]  [12912761.6, -0.6, -0.3]    [-488341.3, 1.2, 0.3]
2019-12-24    [62713302.6, -0.5, 0.6]   [26611434.6, -0.4, 0.8]    [9889339.0, 0.1, -0.4]     [634697.9, 0.3, 0.4]
2019-12-26  [157059456.7, -0.6, -0.9]  [67172190.4, -0.4, -0.7]   [11487200.6, 0.1, -0.8]   [1613821.9, 0.9, -0.9]
2019-12-27  [196380611.5, -0.7, -1.3]   [39462291.1, 0.1, -0.4]   [11964686.6, 0.2, -0.9]   [2140032.7, 0.6, -0.9]
2019-12-30  [208033635.7, -0.6, -1.6]   [29488248.7, 0.2, -0.2]   [10566359.0, 0.3, -0.8]   [1195633.3, 0.7, -0.5]
2019-12-31   [122105276.0, 0.0, -0.7]   [25293616.5, 0.2, -0.2]   [10254987.8, 0.2, -0.7]    [918105.4, 0.8, -0.4]
**************************************************************************************************
Printing values of coeff: A,B and C in AR(2) 30-day rolling model
**************************************************************************************************
                   AMZN_30_2019_Coeff        GOOG_30_2019_Coeff        AAL_30_2019_Coeff       NCLH_30_2019_Coeff
Date                                                                                                             
2019-02-14    [65250533.7, 0.6, -0.1]   [16399221.3, 0.6, -0.1]    [4947627.7, 0.3, 0.1]    [895994.4, 0.6, -0.0]
2019-02-15    [67841813.0, 0.6, -0.2]   [15739731.4, 0.6, -0.1]    [4516432.0, 0.4, 0.1]    [830494.1, 0.6, -0.0]
2019-02-19    [66287068.3, 0.6, -0.2]   [16707965.4, 0.6, -0.1]    [5090099.4, 0.4, 0.1]    [890229.0, 0.6, -0.0]
2019-02-20    [71101314.0, 0.6, -0.2]   [15723933.4, 0.5, -0.1]    [4959527.6, 0.3, 0.1]    [881738.0, 0.6, -0.0]
2019-02-21    [65597281.0, 0.6, -0.2]   [15019217.2, 0.6, -0.1]    [5053876.7, 0.3, 0.1]    [895606.4, 0.6, -0.1]
2019-02-22    [65751143.1, 0.6, -0.3]   [15245351.8, 0.6, -0.1]    [3738899.9, 0.4, 0.1]    [938377.2, 0.6, -0.0]
2019-02-25    [59751664.7, 0.6, -0.2]   [14460122.2, 0.6, -0.1]   [2867811.7, 0.7, -0.0]    [926664.9, 0.7, -0.1]
2019-02-26    [56334782.2, 0.7, -0.2]   [14998774.0, 0.5, -0.1]    [3216284.6, 0.6, 0.1]    [913226.9, 0.7, -0.1]
2019-02-27    [51266673.2, 0.7, -0.2]   [14784560.6, 0.6, -0.1]    [3072939.8, 0.5, 0.1]    [933006.4, 0.7, -0.1]
2019-02-28    [49955965.8, 0.7, -0.2]   [14585916.5, 0.6, -0.1]    [2932565.3, 0.6, 0.1]    [914964.3, 0.7, -0.0]
2019-03-01    [45811766.0, 0.7, -0.2]   [15360462.9, 0.5, -0.0]    [3114323.3, 0.6, 0.1]    [936079.9, 0.7, -0.0]
2019-03-04    [48379558.4, 0.7, -0.3]   [14337934.8, 0.5, -0.0]    [3243741.5, 0.5, 0.1]    [940003.1, 0.6, -0.1]
2019-03-05    [49396527.3, 0.8, -0.3]   [14350809.0, 0.5, -0.0]    [2314037.3, 0.6, 0.1]    [972197.0, 0.7, -0.1]
2019-03-06    [49379466.0, 0.7, -0.3]   [13917609.1, 0.5, -0.0]    [2420594.6, 0.4, 0.2]   [1054375.5, 0.6, -0.1]
2019-03-07    [49320641.4, 0.7, -0.2]   [13405874.5, 0.6, -0.0]    [3023995.1, 0.4, 0.2]   [1131292.2, 0.6, -0.1]
2019-03-08    [49561846.7, 0.7, -0.2]   [13870889.6, 0.6, -0.0]    [4194498.1, 0.2, 0.2]   [1199436.6, 0.6, -0.1]
2019-03-11    [49368669.6, 0.7, -0.2]   [13640129.6, 0.6, -0.0]    [6349612.3, 0.0, 0.1]    [959005.0, 0.6, -0.0]
2019-03-12    [49003195.9, 0.7, -0.2]   [15019943.4, 0.6, -0.1]   [7771363.7, -0.1, 0.0]    [951255.6, 0.6, -0.0]
2019-03-13    [47732375.0, 0.7, -0.3]   [15179384.0, 0.6, -0.1]  [8001231.6, -0.0, -0.1]   [1005014.4, 0.6, -0.1]
2019-03-14    [46366026.0, 0.6, -0.2]   [15294103.6, 0.6, -0.1]    [6165825.6, 0.1, 0.0]    [785779.7, 0.8, -0.2]
2019-03-15     [64369040.8, 0.2, 0.0]   [15457832.4, 0.6, -0.1]   [6777577.2, 0.1, -0.0]    [568172.7, 0.7, -0.0]
2019-03-18     [72903019.0, 0.1, 0.0]   [16515470.4, 0.5, -0.1]    [6275494.2, 0.1, 0.1]    [640147.7, 0.7, -0.0]
2019-03-19    [71616201.3, 0.2, -0.1]    [19940429.2, 0.1, 0.1]    [6257276.5, 0.1, 0.0]     [594238.7, 0.7, 0.1]
2019-03-20     [50078671.1, 0.2, 0.2]    [23851690.1, 0.0, 0.1]    [6302303.9, 0.1, 0.1]     [594369.9, 0.7, 0.1]
2019-03-21     [42707210.2, 0.3, 0.2]  [31954784.1, -0.0, -0.1]    [6473716.6, 0.1, 0.1]     [712316.3, 0.7, 0.0]
2019-03-22     [39462949.7, 0.3, 0.2]  [30786031.0, -0.0, -0.1]    [6764894.4, 0.0, 0.0]     [728676.6, 0.6, 0.1]
2019-03-25     [31692151.6, 0.4, 0.3]   [28621283.5, -0.1, 0.1]  [7484216.0, -0.0, -0.0]     [894238.4, 0.4, 0.2]
2019-03-26     [33526869.6, 0.4, 0.2]   [27409712.9, -0.0, 0.1]   [7375879.8, -0.0, 0.0]     [893489.9, 0.4, 0.2]
2019-03-27     [35513989.5, 0.4, 0.2]   [26911366.8, -0.0, 0.1]   [7223327.5, 0.0, -0.0]     [950552.2, 0.3, 0.3]
2019-03-28     [35915645.8, 0.4, 0.2]   [28223903.5, -0.1, 0.1]   [7443555.0, 0.0, -0.0]    [1135788.9, 0.3, 0.3]
2019-03-29     [35049191.1, 0.4, 0.2]   [29725711.6, -0.1, 0.0]    [5614200.3, 0.2, 0.1]    [1105373.2, 0.3, 0.2]
2019-04-01     [34669270.0, 0.5, 0.2]  [30656510.2, -0.0, -0.0]    [5497835.0, 0.2, 0.0]    [1096367.3, 0.3, 0.2]
2019-04-02     [37841359.0, 0.4, 0.1]   [30884622.4, -0.1, 0.0]    [5495946.2, 0.2, 0.0]    [1052109.3, 0.3, 0.3]
2019-04-03     [37291623.8, 0.4, 0.2]   [28707668.6, -0.0, 0.0]   [5788909.7, 0.2, -0.0]     [820632.2, 0.4, 0.3]
2019-04-04     [39635205.0, 0.4, 0.1]    [27069481.4, 0.0, 0.0]   [5737266.3, 0.3, -0.0]     [783874.7, 0.2, 0.4]
2019-04-05     [40539530.1, 0.4, 0.2]    [23384759.5, 0.1, 0.1]   [5294547.5, 0.3, -0.0]     [894364.8, 0.2, 0.3]
2019-04-08     [44129613.6, 0.4, 0.1]    [20206668.7, 0.1, 0.1]   [5265082.0, 0.4, -0.1]     [943970.0, 0.2, 0.3]
2019-04-09     [45710301.3, 0.4, 0.1]    [17767581.9, 0.2, 0.2]   [4934476.1, 0.4, -0.1]    [1174055.2, 0.2, 0.2]
2019-04-10     [48630994.8, 0.4, 0.1]    [15196350.8, 0.2, 0.2]   [5053702.9, 0.4, -0.1]    [1387247.1, 0.1, 0.2]
2019-04-11     [38610434.6, 0.4, 0.1]    [12555839.2, 0.2, 0.3]   [4925504.3, 0.4, -0.1]    [1059451.8, 0.2, 0.3]
2019-04-12     [29770826.2, 0.4, 0.3]    [10762337.4, 0.3, 0.3]   [4856124.8, 0.4, -0.1]    [1037880.4, 0.1, 0.3]
2019-04-15     [25389929.2, 0.5, 0.2]    [10688313.2, 0.3, 0.3]   [4744309.0, 0.4, -0.1]    [1020589.1, 0.2, 0.3]
2019-04-16     [26793695.5, 0.4, 0.3]    [11373366.7, 0.3, 0.3]   [4849886.1, 0.4, -0.1]    [1054089.3, 0.1, 0.3]
2019-04-17     [22764432.9, 0.4, 0.3]    [10761104.7, 0.3, 0.3]   [4197206.7, 0.4, -0.0]    [1209648.9, 0.1, 0.3]
2019-04-18     [20821568.5, 0.4, 0.3]    [10944798.6, 0.3, 0.3]   [3775833.9, 0.5, -0.0]    [1139813.6, 0.1, 0.3]
2019-04-22     [18602754.1, 0.4, 0.3]    [10733695.3, 0.3, 0.3]   [2901768.0, 0.6, -0.0]    [1077292.4, 0.1, 0.3]
2019-04-23     [19931458.4, 0.4, 0.3]    [10723659.7, 0.2, 0.3]    [2623277.6, 0.5, 0.1]    [1435373.1, 0.0, 0.2]
2019-04-24     [24326254.1, 0.4, 0.3]    [10734169.9, 0.2, 0.4]    [2721927.5, 0.4, 0.1]    [1434960.0, 0.1, 0.2]
2019-04-25     [25454361.3, 0.4, 0.3]     [9587598.4, 0.2, 0.4]    [1678254.0, 0.5, 0.2]    [1445892.5, 0.1, 0.2]
2019-04-26     [15501315.1, 0.5, 0.3]     [9306144.9, 0.2, 0.4]   [2645114.7, 0.6, -0.0]    [1328325.5, 0.1, 0.2]
2019-04-29     [9223372.2, 0.9, -0.0]     [8763832.6, 0.3, 0.3]   [2889367.5, 0.8, -0.2]    [1293032.6, 0.1, 0.2]
2019-04-30     [33955216.3, 0.6, 0.0]     [9218760.0, 0.3, 0.3]   [3333803.4, 0.6, -0.2]    [1240280.7, 0.1, 0.2]
2019-05-01    [38195781.2, 0.6, -0.1]   [-6318017.4, 1.6, -0.2]   [3286308.7, 0.6, -0.1]    [1201719.1, 0.1, 0.2]
2019-05-02    [39821334.5, 0.6, -0.1]   [16352200.3, 0.5, -0.1]   [3172920.9, 0.6, -0.1]    [1266758.2, 0.3, 0.1]
2019-05-03    [47299983.7, 0.5, -0.1]   [15008815.6, 0.5, -0.1]   [3119225.5, 0.6, -0.1]   [1408177.3, 0.3, -0.0]
2019-05-06    [52139044.0, 0.5, -0.2]   [14923764.7, 0.5, -0.0]   [3033061.4, 0.6, -0.1]    [1300535.4, 0.3, 0.0]
2019-05-07    [55225742.7, 0.6, -0.3]   [14706175.3, 0.5, -0.0]   [2905649.4, 0.6, -0.1]   [1422531.7, 0.3, -0.1]
2019-05-08    [47980082.3, 0.6, -0.2]   [14826020.8, 0.5, -0.0]   [3037456.7, 0.6, -0.1]   [1433268.0, 0.3, -0.1]
2019-05-09    [49793244.1, 0.5, -0.2]   [14914048.1, 0.5, -0.0]   [2846541.1, 0.5, -0.0]   [1457216.1, 0.3, -0.0]
2019-05-10    [47789410.8, 0.5, -0.1]   [14706046.3, 0.5, -0.0]   [2823532.0, 0.6, -0.0]   [1368287.5, 0.4, -0.1]
2019-05-13    [45857360.0, 0.5, -0.1]   [14836522.2, 0.5, -0.0]   [2833998.3, 0.5, -0.0]   [1353245.9, 0.5, -0.2]
2019-05-14    [45117254.9, 0.6, -0.1]   [15768625.3, 0.5, -0.0]   [3288765.0, 0.5, -0.1]    [1122452.8, 0.4, 0.0]
2019-05-15    [46055897.9, 0.6, -0.1]   [16028574.7, 0.5, -0.0]   [3874234.6, 0.3, -0.0]    [1177988.1, 0.4, 0.0]
2019-05-16    [46663111.0, 0.6, -0.1]   [16666904.6, 0.5, -0.0]   [3641511.1, 0.4, -0.0]   [1441758.2, 0.4, -0.1]
2019-05-17    [47300968.0, 0.6, -0.1]   [17221677.7, 0.5, -0.0]    [3489551.4, 0.4, 0.0]   [1521024.9, 0.4, -0.1]
2019-05-20    [47956445.5, 0.6, -0.1]   [17805940.9, 0.5, -0.1]   [3433943.5, 0.4, -0.0]   [1400302.1, 0.4, -0.1]
2019-05-21    [48956805.6, 0.5, -0.1]   [18424146.6, 0.5, -0.1]   [3725019.7, 0.3, -0.0]   [1395951.5, 0.4, -0.1]
2019-05-22    [51478694.7, 0.5, -0.1]   [19037725.0, 0.5, -0.1]    [4016612.6, 0.2, 0.0]   [1481135.8, 0.4, -0.1]
2019-05-23    [52508141.9, 0.5, -0.1]   [19444260.5, 0.5, -0.1]    [3995810.8, 0.1, 0.2]   [1369957.7, 0.4, -0.1]
2019-05-24    [57521877.0, 0.5, -0.1]   [19938193.3, 0.5, -0.1]    [2355025.1, 0.5, 0.1]   [1325672.7, 0.4, -0.1]
2019-05-28    [55680313.6, 0.4, -0.1]   [19711020.2, 0.5, -0.1]   [3760701.2, 0.4, -0.1]   [1183767.0, 0.4, -0.0]
2019-05-29    [58206292.5, 0.5, -0.1]   [20650144.1, 0.5, -0.1]    [3245152.8, 0.3, 0.1]   [1114354.3, 0.5, -0.0]
2019-05-30    [63072079.8, 0.4, -0.1]   [20781292.0, 0.5, -0.1]    [3354457.0, 0.3, 0.1]   [1119064.4, 0.5, -0.1]
2019-05-31    [65620848.1, 0.4, -0.1]   [20416552.2, 0.5, -0.1]    [3749709.0, 0.3, 0.1]     [981191.1, 0.4, 0.0]
2019-06-03    [71647472.8, 0.3, -0.1]   [21651882.5, 0.5, -0.1]    [4112886.2, 0.2, 0.1]     [829191.0, 0.5, 0.0]
2019-06-04    [83175206.0, 0.4, -0.3]   [26575416.0, 0.5, -0.2]    [4591532.2, 0.2, 0.0]     [899133.6, 0.5, 0.0]
2019-06-05    [91177302.1, 0.3, -0.3]   [28963756.6, 0.4, -0.2]    [4798577.1, 0.2, 0.1]   [1351498.6, 0.6, -0.3]
2019-06-06    [85094272.7, 0.4, -0.3]   [28574785.7, 0.4, -0.1]    [4374841.9, 0.3, 0.1]   [1237383.7, 0.8, -0.4]
2019-06-07    [83576397.1, 0.3, -0.2]   [29524289.8, 0.4, -0.2]    [4249636.0, 0.2, 0.1]   [1348693.6, 0.8, -0.4]
2019-06-10    [74735448.8, 0.4, -0.2]   [28213640.1, 0.4, -0.1]    [4130413.2, 0.3, 0.0]   [1307193.0, 0.8, -0.4]
2019-06-11    [74696319.1, 0.4, -0.2]   [24701586.4, 0.3, -0.0]    [4043262.1, 0.3, 0.1]   [1269249.5, 0.8, -0.3]
2019-06-12    [79728672.2, 0.3, -0.2]   [22148183.5, 0.4, -0.1]    [3853993.9, 0.3, 0.1]   [1168284.7, 0.8, -0.3]
2019-06-13    [80775513.1, 0.4, -0.2]   [22421410.8, 0.4, -0.1]    [3870484.6, 0.3, 0.1]   [1124823.3, 0.9, -0.4]
2019-06-14    [66626861.2, 0.4, -0.2]   [22055423.0, 0.4, -0.1]   [4976515.0, 0.3, -0.1]   [1111251.2, 0.9, -0.4]
2019-06-17    [59008907.1, 0.5, -0.1]   [21289246.5, 0.4, -0.1]   [5372282.8, 0.2, -0.0]   [1115673.5, 0.9, -0.4]
2019-06-18    [56272925.5, 0.5, -0.1]   [20239700.4, 0.4, -0.1]   [5576053.0, 0.2, -0.1]   [1099698.8, 0.9, -0.4]
2019-06-19    [55183413.7, 0.5, -0.1]   [20559845.0, 0.4, -0.1]   [5542519.5, 0.3, -0.2]   [1039853.6, 0.9, -0.4]
2019-06-20    [51512934.0, 0.5, -0.1]   [20487374.8, 0.4, -0.1]   [5505089.2, 0.3, -0.2]    [965377.0, 0.9, -0.4]
2019-06-21    [50738726.8, 0.5, -0.1]   [20378344.2, 0.4, -0.1]   [6105876.1, 0.3, -0.2]   [1104481.0, 0.8, -0.3]
2019-06-24    [53640160.2, 0.5, -0.1]   [20508446.8, 0.4, -0.1]   [6014135.1, 0.3, -0.2]   [1123119.7, 0.9, -0.4]
2019-06-25    [49806557.9, 0.5, -0.1]   [20174712.0, 0.4, -0.1]   [5918252.8, 0.3, -0.2]   [1108615.6, 0.9, -0.4]
2019-06-26    [50576569.5, 0.5, -0.1]   [20173720.7, 0.4, -0.1]   [6050290.6, 0.3, -0.2]   [1103851.2, 0.9, -0.4]
2019-06-27    [46300688.4, 0.5, -0.1]   [20260967.2, 0.4, -0.1]   [6363083.9, 0.3, -0.2]   [1104653.8, 0.9, -0.4]
2019-06-28    [43290660.3, 0.5, -0.1]   [19940098.0, 0.4, -0.1]   [6488898.6, 0.3, -0.3]   [1126981.9, 0.9, -0.4]
2019-07-01    [42892188.7, 0.5, -0.1]   [20416850.5, 0.4, -0.0]   [5989920.2, 0.3, -0.2]   [1287512.1, 0.8, -0.4]
2019-07-02    [42078053.2, 0.5, -0.1]   [20645972.3, 0.4, -0.0]   [6556169.7, 0.3, -0.3]   [1273180.1, 0.8, -0.3]
2019-07-03    [40810829.8, 0.5, -0.1]   [21037799.6, 0.4, -0.0]   [6282106.4, 0.3, -0.3]   [1353108.7, 0.8, -0.4]
2019-07-05    [36183067.1, 0.6, -0.1]   [20359122.2, 0.4, -0.0]   [6374720.7, 0.3, -0.3]   [1350979.6, 0.8, -0.4]
2019-07-08    [36955485.5, 0.6, -0.1]   [21021027.8, 0.4, -0.1]   [5335377.5, 0.4, -0.2]   [1390057.8, 0.8, -0.4]
2019-07-09    [35998711.0, 0.6, -0.1]   [20555261.9, 0.4, -0.0]   [5800229.5, 0.4, -0.4]   [1494290.9, 0.7, -0.4]
2019-07-10    [37181721.1, 0.6, -0.1]   [20328279.0, 0.4, -0.0]   [5475112.9, 0.5, -0.4]   [1483448.3, 0.7, -0.4]
2019-07-11    [38099753.0, 0.6, -0.1]   [20543620.9, 0.4, -0.1]   [5664040.5, 0.4, -0.4]   [1652843.2, 0.7, -0.4]
2019-07-12    [37434939.8, 0.6, -0.2]   [19916623.0, 0.4, -0.1]   [5551616.1, 0.4, -0.4]   [1696825.6, 0.7, -0.4]
2019-07-15    [37149506.6, 0.5, -0.1]    [13503612.9, 0.4, 0.1]   [5590737.2, 0.5, -0.4]   [1733559.6, 0.7, -0.4]
2019-07-16    [33772498.3, 0.6, -0.1]    [15406269.6, 0.2, 0.2]   [5668831.6, 0.5, -0.4]   [1309625.8, 0.7, -0.3]
2019-07-17    [34457161.6, 0.6, -0.1]    [14986886.7, 0.2, 0.2]   [6047027.1, 0.4, -0.4]   [1564814.7, 0.5, -0.2]
2019-07-18    [34670802.1, 0.6, -0.1]    [14233050.7, 0.2, 0.2]   [6057201.0, 0.4, -0.4]   [1736668.1, 0.3, -0.1]
2019-07-19    [39721008.8, 0.6, -0.2]    [16764197.2, 0.2, 0.1]   [6080151.0, 0.4, -0.4]   [1950189.6, 0.4, -0.3]
2019-07-22    [44754464.3, 0.4, -0.2]    [17688575.2, 0.2, 0.1]   [6036696.7, 0.4, -0.5]   [1983504.5, 0.4, -0.3]
2019-07-23    [47627685.5, 0.4, -0.2]    [18300011.2, 0.2, 0.1]   [5804502.4, 0.4, -0.4]   [2147108.0, 0.4, -0.4]
2019-07-24    [44223607.9, 0.4, -0.1]    [18276614.7, 0.2, 0.1]   [5615697.5, 0.4, -0.4]   [2179071.3, 0.4, -0.4]
2019-07-25    [43676686.9, 0.4, -0.1]    [19183382.9, 0.2, 0.1]   [5232323.2, 0.4, -0.3]   [2169081.4, 0.4, -0.3]
2019-07-26    [47688331.4, 0.4, -0.2]   [19252213.7, 0.3, -0.0]   [4873315.3, 0.7, -0.5]   [2315094.2, 0.3, -0.4]
2019-07-29    [46821160.3, 0.5, -0.2]    [-6092004.2, 1.2, 0.2]   [5294237.2, 0.6, -0.5]   [2442247.8, 0.4, -0.4]
2019-07-30    [39806203.2, 0.6, -0.2]    [15602032.1, 0.4, 0.1]   [4608835.8, 0.5, -0.3]   [2323057.4, 0.4, -0.4]
2019-07-31    [44187808.8, 0.6, -0.3]   [19162782.4, 0.4, -0.1]   [4646072.2, 0.5, -0.3]   [2312322.5, 0.4, -0.5]
2019-08-01    [41164801.2, 0.5, -0.2]   [19270503.5, 0.4, -0.1]   [4380335.7, 0.5, -0.2]   [2242530.2, 0.5, -0.5]
2019-08-02    [39299961.3, 0.6, -0.2]   [18626110.7, 0.4, -0.1]   [4460130.2, 0.5, -0.3]   [2237735.2, 0.5, -0.5]
2019-08-05    [33419018.4, 0.7, -0.2]   [18772113.9, 0.5, -0.1]   [4731468.0, 0.5, -0.3]   [2365259.2, 0.5, -0.5]
2019-08-06    [24319749.8, 0.8, -0.2]   [18997270.0, 0.5, -0.1]   [4563264.4, 0.5, -0.3]   [2369398.3, 0.5, -0.5]
2019-08-07    [29006298.8, 0.8, -0.2]   [19085565.0, 0.4, -0.1]   [4560393.3, 0.5, -0.2]   [2373534.9, 0.5, -0.5]
2019-08-08    [29605288.5, 0.8, -0.2]   [19424021.8, 0.5, -0.1]   [4544626.5, 0.4, -0.2]   [2353386.0, 0.5, -0.5]
2019-08-09    [29216347.5, 0.8, -0.2]   [18945859.7, 0.5, -0.1]   [4591931.8, 0.4, -0.2]   [1832921.6, 0.7, -0.5]
2019-08-12    [30536277.7, 0.8, -0.2]   [18787844.6, 0.5, -0.1]   [4163247.7, 0.4, -0.2]   [1614708.4, 0.9, -0.5]
2019-08-13    [32078154.3, 0.8, -0.3]   [18645117.9, 0.5, -0.1]   [4439143.1, 0.5, -0.2]   [1595768.2, 0.9, -0.5]
2019-08-14    [37657859.9, 0.8, -0.3]   [19411822.2, 0.5, -0.1]   [4565879.3, 0.6, -0.3]   [1516193.7, 0.8, -0.4]
2019-08-15    [37628843.6, 0.8, -0.3]   [19524577.4, 0.5, -0.1]   [4870481.8, 0.5, -0.3]   [1604530.1, 0.8, -0.4]
2019-08-16    [42947828.3, 0.8, -0.3]   [19713766.8, 0.5, -0.1]   [4173492.7, 0.5, -0.1]   [1577634.3, 0.8, -0.5]
2019-08-19    [39442370.4, 0.8, -0.3]   [19786115.3, 0.5, -0.1]   [4295633.4, 0.6, -0.2]   [1645352.7, 0.8, -0.5]
2019-08-20    [37997988.4, 0.8, -0.3]   [19817290.1, 0.5, -0.1]   [3863485.3, 0.6, -0.1]   [1599710.2, 0.8, -0.5]
2019-08-21    [32996825.1, 0.8, -0.3]   [19357558.3, 0.5, -0.1]   [3912512.0, 0.6, -0.2]   [1515173.0, 0.9, -0.5]
2019-08-22    [27657206.1, 0.8, -0.2]   [19178863.7, 0.5, -0.1]   [3926576.0, 0.6, -0.1]   [1443994.2, 0.9, -0.4]
2019-08-23    [27115574.2, 0.9, -0.3]   [19186757.2, 0.5, -0.1]   [4128157.1, 0.6, -0.1]   [1425467.9, 0.9, -0.4]
2019-08-26    [38400626.5, 0.9, -0.4]   [20298964.6, 0.5, -0.1]   [4149961.9, 0.6, -0.1]   [1348099.5, 0.9, -0.4]
2019-08-27    [40380959.0, 0.6, -0.2]   [20321017.7, 0.5, -0.1]   [4341387.9, 0.5, -0.1]   [1354866.2, 0.9, -0.5]
2019-08-28    [39100047.6, 0.6, -0.2]   [20211596.0, 0.5, -0.1]   [4700803.4, 0.5, -0.1]   [1453011.8, 0.8, -0.4]
2019-08-29    [38117102.4, 0.7, -0.2]   [18828721.6, 0.5, -0.1]   [5045808.9, 0.5, -0.1]   [1332841.0, 0.7, -0.3]
2019-08-30    [39145913.9, 0.6, -0.2]   [18808568.4, 0.5, -0.1]   [5901098.3, 0.4, -0.2]   [1081477.0, 0.8, -0.2]
2019-09-03    [39120693.3, 0.6, -0.2]   [18492325.1, 0.5, -0.1]   [6647701.0, 0.4, -0.3]   [1260540.0, 0.7, -0.2]
2019-09-04    [41349450.7, 0.6, -0.2]   [18285501.3, 0.5, -0.1]   [6662082.1, 0.4, -0.3]   [1169563.6, 0.7, -0.2]
2019-09-05    [35131386.6, 0.6, -0.1]   [16935104.7, 0.5, -0.1]   [5215313.3, 0.4, -0.1]   [1094321.3, 0.7, -0.2]
2019-09-06    [34988309.7, 0.6, -0.1]    [17950799.7, 0.3, 0.0]   [4690337.0, 0.5, -0.1]   [1144889.9, 0.6, -0.1]
2019-09-09    [32371971.7, 0.5, -0.0]   [14764612.0, 0.5, -0.0]   [4470720.9, 0.5, -0.1]   [1150531.3, 0.6, -0.1]
2019-09-10     [29574689.2, 0.5, 0.0]    [11973701.3, 0.4, 0.2]   [4835445.8, 0.5, -0.1]   [1166055.6, 0.6, -0.1]
2019-09-11    [27538998.8, 0.6, -0.0]    [12770110.8, 0.4, 0.1]   [4796054.2, 0.4, -0.1]    [995535.0, 0.6, -0.0]
2019-09-12     [26101532.8, 0.6, 0.0]    [13184875.3, 0.4, 0.1]    [4712638.6, 0.3, 0.0]     [974226.7, 0.5, 0.1]
2019-09-13     [28362726.8, 0.5, 0.0]    [14119266.6, 0.4, 0.1]    [5010940.1, 0.2, 0.1]     [906839.1, 0.5, 0.1]
2019-09-16     [32322955.3, 0.5, 0.0]   [17960629.5, 0.3, -0.0]    [4920139.2, 0.3, 0.1]     [864998.6, 0.5, 0.1]
2019-09-17     [41461690.5, 0.3, 0.0]   [19841866.6, 0.2, -0.0]   [6109902.2, 0.3, -0.1]     [905153.2, 0.5, 0.1]
2019-09-18     [47232846.6, 0.2, 0.0]   [22246712.0, 0.2, -0.1]   [5600757.3, 0.4, -0.1]     [879534.1, 0.4, 0.1]
2019-09-19    [49844201.2, 0.2, -0.0]   [24194844.0, 0.2, -0.2]   [7053986.0, 0.4, -0.3]    [1082918.5, 0.3, 0.2]
2019-09-20     [44185217.8, 0.2, 0.1]   [22281306.2, 0.2, -0.2]   [7652148.5, 0.4, -0.3]    [1333705.3, 0.2, 0.1]
2019-09-23     [55956243.0, 0.1, 0.0]   [26497000.2, 0.1, -0.1]   [7372921.4, 0.4, -0.3]    [1365445.5, 0.2, 0.1]
2019-09-24     [55325272.6, 0.1, 0.0]  [27862422.4, -0.0, -0.1]   [6135629.0, 0.4, -0.1]   [1662565.1, 0.1, -0.0]
2019-09-25    [50684665.0, -0.0, 0.2]   [23691922.6, -0.1, 0.1]   [5997625.4, 0.4, -0.1]  [2110214.7, -0.1, -0.1]
2019-09-26    [53443387.8, -0.1, 0.2]   [23433995.6, -0.0, 0.1]   [6416001.5, 0.3, -0.2]  [2356671.6, -0.2, -0.1]
2019-09-27    [50013675.9, -0.0, 0.2]   [22302330.4, -0.0, 0.1]   [6165469.8, 0.3, -0.2]  [2536680.7, -0.2, -0.2]
2019-09-30    [47487801.0, -0.0, 0.2]    [22006318.6, 0.0, 0.1]   [6117627.3, 0.4, -0.2]  [2446663.1, -0.2, -0.2]
2019-10-01    [50561681.0, -0.0, 0.2]    [21824418.9, 0.0, 0.1]   [5769246.7, 0.4, -0.2]  [2287643.5, -0.1, -0.2]
2019-10-02    [55655269.1, -0.1, 0.2]   [24032600.8, -0.1, 0.1]   [5705095.5, 0.4, -0.2]  [2069339.0, -0.1, -0.1]
2019-10-03    [58860135.6, -0.1, 0.2]   [27327781.7, -0.1, 0.1]   [6567890.9, 0.4, -0.3]  [2183804.7, -0.1, -0.1]
2019-10-04    [44681023.5, -0.0, 0.3]   [21746177.3, -0.0, 0.2]   [6587023.4, 0.3, -0.2]  [2101898.2, -0.0, -0.2]
2019-10-07    [47670663.5, -0.1, 0.3]   [23048620.1, -0.1, 0.2]   [6584632.8, 0.3, -0.2]   [1717498.2, 0.2, -0.1]
2019-10-08    [39772686.9, -0.1, 0.4]   [22863380.8, -0.0, 0.2]   [6547232.8, 0.3, -0.2]   [2004352.7, 0.2, -0.3]
2019-10-09    [38188774.3, -0.0, 0.4]   [23012238.2, -0.0, 0.2]   [6686330.5, 0.3, -0.2]   [1976486.0, 0.2, -0.4]
2019-10-10    [34483744.6, -0.0, 0.4]   [21535366.0, -0.0, 0.2]   [6668704.4, 0.3, -0.2]   [1865434.5, 0.2, -0.3]
2019-10-11    [32273805.5, -0.0, 0.5]    [18729088.0, 0.0, 0.2]   [6656512.4, 0.3, -0.2]   [1565569.0, 0.3, -0.2]
2019-10-14    [36026118.4, -0.0, 0.4]    [18588513.1, 0.0, 0.2]   [6661434.2, 0.3, -0.2]   [1454195.7, 0.4, -0.3]
2019-10-15    [34065086.5, -0.0, 0.4]    [17159120.4, 0.0, 0.3]   [6721969.0, 0.3, -0.2]   [1229384.1, 0.4, -0.2]
2019-10-16    [34092120.3, -0.0, 0.4]    [17655240.8, 0.0, 0.3]   [6944359.6, 0.3, -0.2]   [1168036.5, 0.5, -0.2]
2019-10-17    [35325204.2, -0.0, 0.4]    [17620637.2, 0.0, 0.3]   [6828312.9, 0.3, -0.2]   [1039106.9, 0.5, -0.2]
2019-10-18    [35166663.8, -0.0, 0.4]    [16915447.7, 0.1, 0.2]   [6640493.3, 0.3, -0.2]   [1047298.1, 0.5, -0.2]
2019-10-21    [36543018.5, -0.0, 0.4]    [17662752.4, 0.1, 0.2]   [6581930.8, 0.3, -0.2]   [1041387.3, 0.4, -0.1]
2019-10-22    [37243047.7, -0.0, 0.4]    [17261536.2, 0.0, 0.3]   [6453094.5, 0.3, -0.2]    [925474.8, 0.6, -0.2]
2019-10-23     [35174819.7, 0.0, 0.4]    [16701966.5, 0.1, 0.3]   [6399253.3, 0.4, -0.3]    [994068.8, 0.5, -0.2]
2019-10-24     [34470039.4, 0.0, 0.4]    [15821069.2, 0.1, 0.3]   [6447322.3, 0.4, -0.3]    [985568.8, 0.6, -0.2]
2019-10-25    [41644040.1, -0.0, 0.3]    [14131222.4, 0.1, 0.3]   [5675201.6, 0.5, -0.2]    [982578.7, 0.6, -0.2]
2019-10-28    [34295804.9, 0.5, -0.0]    [15004498.2, 0.1, 0.3]   [5467746.6, 0.5, -0.2]    [891824.9, 0.6, -0.2]
2019-10-29    [54970022.9, 0.2, -0.1]    [18291639.2, 0.1, 0.2]   [4310529.7, 0.5, -0.1]    [912476.2, 0.6, -0.2]
2019-10-30    [61239079.9, 0.2, -0.2]    [15923767.2, 0.2, 0.2]   [4492856.8, 0.5, -0.1]    [974022.4, 0.6, -0.3]
2019-10-31    [54997417.5, 0.3, -0.1]    [15483115.8, 0.3, 0.1]   [4448859.2, 0.5, -0.0]   [1011683.9, 0.7, -0.4]
2019-11-01    [54176232.4, 0.3, -0.2]    [13974348.8, 0.4, 0.1]   [4671587.4, 0.5, -0.1]   [1119031.6, 0.6, -0.3]
2019-11-04    [55355536.4, 0.3, -0.2]   [14601090.3, 0.5, -0.0]   [4797724.7, 0.5, -0.1]   [1075226.4, 0.6, -0.3]
2019-11-05    [54907089.6, 0.4, -0.2]   [14523069.8, 0.5, -0.0]   [4868394.3, 0.5, -0.1]   [1081142.5, 0.6, -0.3]
2019-11-06    [54129986.3, 0.4, -0.3]   [14944633.8, 0.5, -0.0]   [5069449.8, 0.5, -0.1]   [1147820.6, 0.6, -0.3]
2019-11-07    [52979198.6, 0.4, -0.3]   [14928695.2, 0.5, -0.0]   [4911218.6, 0.5, -0.1]   [1149069.8, 0.6, -0.4]
2019-11-08    [52137634.1, 0.4, -0.3]   [16053759.2, 0.4, -0.0]   [5187461.0, 0.5, -0.1]    [981071.9, 0.7, -0.3]
2019-11-11    [50423435.3, 0.4, -0.2]    [16671280.2, 0.4, 0.0]   [5065989.5, 0.4, -0.1]   [1075890.6, 0.7, -0.3]
2019-11-12    [49071129.7, 0.4, -0.2]   [17156128.0, 0.4, -0.1]   [3858765.4, 0.5, -0.0]   [1041049.9, 0.7, -0.3]
2019-11-13    [47630288.8, 0.4, -0.2]   [17114224.7, 0.4, -0.0]   [4121758.2, 0.5, -0.0]   [1026715.1, 0.6, -0.2]
2019-11-14    [48119092.4, 0.4, -0.2]   [15674306.0, 0.4, -0.0]    [3834566.5, 0.5, 0.0]   [1011759.8, 0.6, -0.2]
2019-11-15    [47342332.5, 0.4, -0.2]    [15834062.6, 0.4, 0.0]    [3819202.8, 0.5, 0.0]    [901079.6, 0.6, -0.2]
2019-11-18    [48884925.7, 0.4, -0.2]   [17505552.9, 0.4, -0.0]    [3404877.4, 0.5, 0.0]    [912880.4, 0.6, -0.2]
2019-11-19    [49991367.2, 0.4, -0.2]   [18743617.4, 0.4, -0.1]    [3334789.4, 0.5, 0.0]    [910939.0, 0.6, -0.2]
2019-11-20    [50168494.7, 0.4, -0.2]   [20122317.1, 0.3, -0.1]    [3295292.7, 0.5, 0.0]    [963459.8, 0.6, -0.2]
2019-11-21    [49830674.9, 0.4, -0.2]   [19800993.4, 0.3, -0.1]   [3625488.3, 0.5, -0.0]   [1005938.1, 0.6, -0.2]
2019-11-22    [50220648.7, 0.4, -0.2]   [21008637.7, 0.3, -0.1]    [3756718.1, 0.5, 0.0]   [1014677.0, 0.6, -0.2]
2019-11-25    [49073937.1, 0.4, -0.2]   [20758745.4, 0.3, -0.1]   [3518188.9, 0.5, -0.0]   [1158760.0, 0.5, -0.2]
2019-11-26    [50510311.9, 0.4, -0.2]   [20873700.9, 0.4, -0.1]   [3546083.0, 0.6, -0.0]   [1305698.6, 0.5, -0.3]
2019-11-27    [50585612.3, 0.4, -0.2]   [21054453.9, 0.3, -0.1]   [3512803.4, 0.6, -0.0]   [1377728.9, 0.5, -0.3]
2019-11-29    [50068876.6, 0.4, -0.2]   [19617061.3, 0.4, -0.1]   [3262006.7, 0.6, -0.0]   [1366510.2, 0.4, -0.2]
2019-12-02    [50247684.0, 0.4, -0.3]   [18195753.2, 0.4, -0.1]   [2962816.8, 0.6, -0.0]   [1284489.3, 0.5, -0.2]
2019-12-03    [52609911.6, 0.4, -0.2]   [20885723.8, 0.3, -0.1]   [3254946.6, 0.6, -0.0]   [1291622.9, 0.5, -0.3]
2019-12-04    [53976470.4, 0.3, -0.2]   [21013677.6, 0.3, -0.1]   [3301790.7, 0.6, -0.1]   [1307091.8, 0.5, -0.3]
2019-12-05    [50804198.7, 0.4, -0.2]   [22039099.5, 0.3, -0.1]   [3237086.3, 0.5, -0.1]   [1286821.9, 0.5, -0.2]
2019-12-06    [49578081.0, 0.2, -0.1]   [22281306.8, 0.2, -0.1]    [3760936.0, 0.4, 0.0]   [1379273.2, 0.5, -0.3]
2019-12-09    [52720455.7, 0.1, -0.1]    [18472978.6, 0.3, 0.0]   [4492349.2, 0.3, -0.0]   [1394493.0, 0.5, -0.3]
2019-12-10    [50300864.0, 0.1, -0.0]    [20909505.3, 0.1, 0.1]   [4237865.3, 0.3, -0.0]   [1248242.3, 0.5, -0.2]
2019-12-11     [49794270.9, 0.1, 0.0]    [20608481.5, 0.1, 0.1]   [5368638.6, 0.3, -0.2]   [1081312.2, 0.5, -0.2]
2019-12-12     [47308060.9, 0.1, 0.0]    [20772224.5, 0.1, 0.0]   [5830985.3, 0.2, -0.2]   [1002389.4, 0.6, -0.2]
2019-12-13     [49572507.6, 0.1, 0.0]   [22284295.1, 0.1, -0.0]   [6950100.3, 0.0, -0.2]    [981241.1, 0.6, -0.2]
2019-12-16     [49676511.0, 0.1, 0.0]   [24715307.8, 0.1, -0.1]   [7186131.5, 0.0, -0.2]    [950040.3, 0.6, -0.2]
2019-12-17     [48558992.5, 0.1, 0.0]   [24663567.4, 0.1, -0.1]   [6706976.6, 0.0, -0.1]    [869621.1, 0.6, -0.1]
2019-12-18     [50274485.3, 0.0, 0.1]    [22062435.5, 0.1, 0.0]  [6817141.0, -0.0, -0.1]    [872115.2, 0.5, -0.1]
2019-12-19     [47456298.3, 0.1, 0.1]    [20052917.8, 0.2, 0.0]   [6803472.1, 0.0, -0.2]   [1085902.8, 0.4, -0.1]
2019-12-20    [53503127.6, 0.1, -0.0]    [18125597.7, 0.3, 0.0]  [6831886.4, -0.0, -0.1]   [1097626.5, 0.4, -0.1]
2019-12-23    [55774612.2, -0.1, 0.1]     [9069814.6, 0.4, 0.3]   [7432964.2, 0.0, -0.2]    [891293.3, 0.5, -0.1]
2019-12-24    [71010907.1, -0.3, 0.1]   [17946681.5, -0.1, 0.4]   [6207203.7, 0.2, -0.3]    [942714.9, 0.5, -0.1]
2019-12-26   [91998767.8, -0.2, -0.4]   [30129585.2, 0.1, -0.2]   [7325768.3, 0.2, -0.4]   [1153282.5, 0.5, -0.3]
2019-12-27  [127478901.0, -0.5, -0.6]   [26605730.3, 0.1, -0.2]   [7243260.3, 0.2, -0.4]   [1163023.0, 0.5, -0.3]
2019-12-30  [123707853.2, -0.2, -0.9]   [23588539.7, 0.2, -0.1]   [7577298.1, 0.2, -0.4]   [1029610.9, 0.5, -0.2]
2019-12-31    [81497505.7, 0.2, -0.5]   [22886665.3, 0.2, -0.1]   [7805580.1, 0.1, -0.4]    [947336.2, 0.6, -0.2]
**************************************************************************************************
Printing values of coeff: A,B and C in AR(2) 60-day rolling model
**************************************************************************************************
                 AMZN_60_2019_Coeff       GOOG_60_2019_Coeff       AAL_60_2019_Coeff      NCLH_60_2019_Coeff
Date                                                                                                        
2019-03-29   [40166300.5, 0.6, 0.0]   [18260859.8, 0.4, 0.0]   [4580095.3, 0.3, 0.1]    [913128.8, 0.5, 0.1]
2019-04-01  [43038932.5, 0.6, -0.0]   [18367404.7, 0.3, 0.0]   [4509145.0, 0.3, 0.1]    [928976.1, 0.5, 0.1]
2019-04-02  [44445166.5, 0.6, -0.0]   [18532218.7, 0.3, 0.0]   [4403985.4, 0.3, 0.1]    [916971.0, 0.5, 0.1]
2019-04-03  [48247849.6, 0.6, -0.1]   [18107059.4, 0.3, 0.0]   [4495902.0, 0.3, 0.1]    [892430.8, 0.5, 0.1]
2019-04-04  [46839594.8, 0.6, -0.1]   [17305677.1, 0.4, 0.0]   [4534524.2, 0.3, 0.1]    [863448.9, 0.5, 0.1]
2019-04-05  [47852131.6, 0.6, -0.1]   [16617557.9, 0.4, 0.1]   [4041888.2, 0.4, 0.1]    [847264.7, 0.5, 0.1]
2019-04-08  [46370941.7, 0.6, -0.1]   [15940502.4, 0.4, 0.1]  [3368443.7, 0.6, -0.0]    [851937.5, 0.5, 0.1]
2019-04-09  [46285859.4, 0.6, -0.1]   [15335880.0, 0.4, 0.1]   [3220148.8, 0.5, 0.0]    [893962.8, 0.5, 0.1]
2019-04-10  [45759658.0, 0.6, -0.1]   [14667387.7, 0.4, 0.1]   [3258383.1, 0.5, 0.0]    [881813.9, 0.5, 0.1]
2019-04-11  [45122156.1, 0.6, -0.1]   [13878268.8, 0.4, 0.1]   [3172543.4, 0.5, 0.1]    [854980.9, 0.5, 0.1]
2019-04-12  [42669980.7, 0.6, -0.1]   [13184433.5, 0.4, 0.1]   [3182178.7, 0.6, 0.0]    [880048.0, 0.5, 0.1]
2019-04-15  [42324486.8, 0.6, -0.1]   [12563421.6, 0.4, 0.1]   [3119744.8, 0.5, 0.1]    [871167.7, 0.5, 0.1]
2019-04-16  [42203502.1, 0.6, -0.1]   [12714957.6, 0.4, 0.1]   [2654542.1, 0.6, 0.1]    [887788.3, 0.5, 0.1]
2019-04-17  [40692512.2, 0.6, -0.1]   [11866319.2, 0.4, 0.1]   [2661631.8, 0.5, 0.2]    [894642.8, 0.5, 0.1]
2019-04-18  [39477001.1, 0.6, -0.1]   [11917079.8, 0.4, 0.1]   [3099533.8, 0.4, 0.1]    [951068.4, 0.5, 0.1]
2019-04-22  [38202934.2, 0.7, -0.1]   [12193567.4, 0.4, 0.1]   [3715855.2, 0.4, 0.1]    [985616.2, 0.5, 0.1]
2019-04-23  [38084715.0, 0.7, -0.1]   [11877204.1, 0.4, 0.1]   [4610282.3, 0.3, 0.1]    [874399.7, 0.5, 0.1]
2019-04-24  [39048458.7, 0.7, -0.1]   [12302326.0, 0.4, 0.1]   [3933099.4, 0.3, 0.1]    [862439.3, 0.5, 0.1]
2019-04-25  [38333142.2, 0.6, -0.1]   [11963157.6, 0.4, 0.1]   [3479941.8, 0.3, 0.1]    [994588.0, 0.4, 0.1]
2019-04-26  [40629796.0, 0.6, -0.0]   [11650466.7, 0.4, 0.1]   [3659262.6, 0.3, 0.1]    [970610.3, 0.4, 0.1]
2019-04-29   [51677088.6, 0.4, 0.0]   [11688716.2, 0.4, 0.1]   [3985818.9, 0.3, 0.1]    [755450.3, 0.4, 0.2]
2019-04-30   [42089190.6, 0.4, 0.1]   [12676988.2, 0.4, 0.1]   [4059884.8, 0.3, 0.1]    [718603.7, 0.4, 0.2]
2019-05-01   [41367404.7, 0.4, 0.1]  [10654413.3, 0.7, -0.1]   [4031365.4, 0.3, 0.1]    [764894.3, 0.4, 0.2]
2019-05-02   [40573187.4, 0.4, 0.1]   [15734677.2, 0.4, 0.0]   [3898578.6, 0.3, 0.1]    [825917.9, 0.5, 0.1]
2019-05-03   [40858447.7, 0.4, 0.1]  [16351353.1, 0.4, -0.0]   [3876634.5, 0.3, 0.1]    [886738.4, 0.4, 0.2]
2019-05-06   [43316217.9, 0.4, 0.0]   [15848621.4, 0.4, 0.0]   [3869071.6, 0.3, 0.1]    [908012.7, 0.4, 0.2]
2019-05-07   [41684888.7, 0.5, 0.0]   [15918012.1, 0.4, 0.0]   [3799666.0, 0.3, 0.1]    [963730.2, 0.4, 0.2]
2019-05-08   [39906386.8, 0.5, 0.0]   [15660375.6, 0.4, 0.0]   [3842953.8, 0.3, 0.1]    [961885.9, 0.4, 0.2]
2019-05-09   [41801320.6, 0.5, 0.0]   [15827734.8, 0.4, 0.0]   [3742753.5, 0.3, 0.1]   [1027314.3, 0.4, 0.1]
2019-05-10   [41093025.2, 0.5, 0.0]   [15907597.9, 0.4, 0.0]   [3727473.2, 0.3, 0.1]   [1093144.0, 0.4, 0.1]
2019-05-13   [40761095.8, 0.5, 0.0]   [15705454.9, 0.4, 0.0]   [3150505.3, 0.4, 0.1]   [1079061.3, 0.4, 0.1]
2019-05-14   [40153819.6, 0.5, 0.0]   [16213891.9, 0.4, 0.0]   [3210914.3, 0.5, 0.1]   [1009393.1, 0.4, 0.2]
2019-05-15   [41248153.7, 0.5, 0.0]  [16353546.1, 0.4, -0.0]   [3182062.4, 0.4, 0.1]    [997496.8, 0.4, 0.2]
2019-05-16   [41587092.4, 0.5, 0.0]   [16177773.8, 0.4, 0.0]   [3147435.0, 0.5, 0.1]   [1036953.6, 0.4, 0.1]
2019-05-17   [42728873.4, 0.5, 0.0]   [16531622.8, 0.4, 0.0]   [3103853.4, 0.5, 0.1]   [1084793.7, 0.4, 0.1]
2019-05-20   [43626817.5, 0.5, 0.0]  [16504365.9, 0.4, -0.0]   [2781996.5, 0.5, 0.1]   [1159686.3, 0.3, 0.1]
2019-05-21   [45785818.6, 0.5, 0.0]  [16490006.9, 0.4, -0.0]   [2909415.8, 0.5, 0.0]   [1180534.6, 0.3, 0.1]
2019-05-22   [46694713.7, 0.5, 0.0]  [16533435.2, 0.4, -0.0]   [2734914.6, 0.5, 0.1]   [1287038.9, 0.3, 0.1]
2019-05-23   [47215255.9, 0.5, 0.0]  [16087135.1, 0.5, -0.0]   [2819460.6, 0.4, 0.1]   [1330552.5, 0.3, 0.1]
2019-05-24   [45766013.4, 0.5, 0.0]  [16106630.7, 0.5, -0.0]   [2723081.3, 0.5, 0.1]   [1217532.7, 0.3, 0.1]
2019-05-28   [43019679.8, 0.4, 0.1]  [15917641.1, 0.5, -0.0]   [3188943.0, 0.5, 0.0]   [1150633.2, 0.3, 0.1]
2019-05-29   [40480441.8, 0.5, 0.1]  [15966504.0, 0.5, -0.0]   [3087409.3, 0.4, 0.1]   [1076959.5, 0.3, 0.1]
2019-05-30   [41352556.0, 0.5, 0.1]  [16164903.0, 0.5, -0.0]   [3087476.4, 0.4, 0.1]   [1105119.7, 0.3, 0.1]
2019-05-31   [39233934.6, 0.5, 0.1]  [16046024.2, 0.5, -0.0]   [3115019.3, 0.4, 0.1]   [1059518.8, 0.3, 0.1]
2019-06-03   [40187453.3, 0.4, 0.1]  [16295251.6, 0.4, -0.0]   [3206983.7, 0.4, 0.1]    [993161.1, 0.3, 0.1]
2019-06-04   [44464033.9, 0.5, 0.0]  [18284315.4, 0.5, -0.1]   [3189839.1, 0.4, 0.1]   [1040361.1, 0.3, 0.1]
2019-06-05   [47129829.4, 0.4, 0.0]  [18691793.7, 0.4, -0.0]   [3249632.1, 0.4, 0.1]  [1329061.2, 0.4, -0.0]
2019-06-06  [50475938.5, 0.4, -0.0]  [18292005.7, 0.4, -0.0]   [3519904.0, 0.3, 0.1]  [1051501.8, 0.6, -0.1]
2019-06-07  [52093016.7, 0.4, -0.0]  [18394657.8, 0.4, -0.0]   [3404559.3, 0.4, 0.1]  [1141075.5, 0.6, -0.2]
2019-06-10  [46280080.0, 0.5, -0.0]  [17795332.6, 0.4, -0.0]   [3673410.6, 0.4, 0.0]  [1113258.6, 0.6, -0.2]
2019-06-11  [46338304.1, 0.5, -0.0]  [17838315.9, 0.5, -0.0]   [3618285.4, 0.4, 0.0]  [1132017.4, 0.6, -0.2]
2019-06-12  [49798858.5, 0.5, -0.1]  [17812888.1, 0.5, -0.0]   [3492594.0, 0.4, 0.0]  [1127088.8, 0.6, -0.2]
2019-06-13  [51123651.3, 0.5, -0.1]  [17302739.3, 0.5, -0.0]   [3508234.7, 0.4, 0.0]  [1086111.6, 0.6, -0.2]
2019-06-14  [51387791.1, 0.5, -0.1]  [17192785.6, 0.5, -0.0]  [3977464.2, 0.4, -0.1]  [1086995.4, 0.7, -0.2]
2019-06-17  [52152083.2, 0.5, -0.1]  [16967427.3, 0.5, -0.1]  [4049909.8, 0.4, -0.0]  [1058498.1, 0.7, -0.2]
2019-06-18  [49931921.6, 0.5, -0.1]  [16735062.7, 0.5, -0.1]  [4238473.1, 0.4, -0.1]  [1061576.9, 0.7, -0.2]
2019-06-19  [51416978.6, 0.5, -0.1]  [16732157.9, 0.5, -0.1]  [4162040.1, 0.4, -0.1]  [1063823.4, 0.7, -0.3]
2019-06-20  [49449135.9, 0.5, -0.1]  [16703574.2, 0.5, -0.1]  [4122508.9, 0.4, -0.1]  [1036721.8, 0.8, -0.3]
2019-06-21  [48879981.6, 0.5, -0.1]  [16730768.5, 0.5, -0.0]  [4314758.5, 0.4, -0.1]  [1113980.6, 0.7, -0.2]
2019-06-24  [49305351.3, 0.5, -0.1]  [16997330.9, 0.5, -0.0]  [4312077.7, 0.4, -0.1]  [1104288.2, 0.7, -0.3]
2019-06-25  [46839520.1, 0.5, -0.1]  [17023102.7, 0.5, -0.0]  [4204178.9, 0.4, -0.1]  [1096879.0, 0.7, -0.3]
2019-06-26  [47189737.3, 0.5, -0.1]  [17366531.5, 0.5, -0.0]  [4297259.8, 0.4, -0.1]  [1113806.9, 0.7, -0.3]
2019-06-27  [44564697.9, 0.5, -0.1]  [17616139.4, 0.5, -0.0]  [4554286.1, 0.4, -0.1]  [1141161.9, 0.7, -0.3]
2019-06-28  [42798446.7, 0.5, -0.1]  [17801401.8, 0.5, -0.1]  [4399660.5, 0.4, -0.1]  [1156031.1, 0.7, -0.3]
2019-07-01  [42720543.1, 0.5, -0.1]  [18316305.7, 0.5, -0.0]  [4341416.5, 0.4, -0.1]  [1253266.5, 0.7, -0.3]
2019-07-02  [42001381.4, 0.5, -0.1]  [18592405.7, 0.5, -0.0]  [4527414.3, 0.4, -0.1]  [1257443.1, 0.7, -0.2]
2019-07-03  [40869917.5, 0.5, -0.1]  [18804065.9, 0.5, -0.1]  [4530248.4, 0.3, -0.1]  [1285093.1, 0.7, -0.3]
2019-07-05  [39133522.6, 0.6, -0.1]  [18999261.9, 0.5, -0.1]  [4585515.9, 0.4, -0.1]  [1300950.8, 0.7, -0.3]
2019-07-08  [39589245.5, 0.6, -0.0]  [19571749.1, 0.4, -0.1]  [4416720.7, 0.4, -0.1]  [1271890.8, 0.7, -0.3]
2019-07-09  [38911824.3, 0.6, -0.0]  [19712203.0, 0.4, -0.1]  [4406813.4, 0.4, -0.1]  [1306929.4, 0.7, -0.3]
2019-07-10  [40034608.1, 0.5, -0.0]  [19810175.6, 0.4, -0.1]  [4337725.8, 0.4, -0.1]  [1298184.2, 0.7, -0.3]
2019-07-11  [41261547.8, 0.6, -0.1]  [20137298.5, 0.4, -0.1]  [4488128.7, 0.4, -0.2]  [1312277.7, 0.7, -0.3]
2019-07-12  [41899068.3, 0.6, -0.1]  [20042680.5, 0.4, -0.1]  [4544103.2, 0.4, -0.1]  [1290599.0, 0.7, -0.3]
2019-07-15  [43201585.9, 0.5, -0.1]  [19752508.7, 0.4, -0.1]  [4744740.3, 0.4, -0.2]  [1293992.2, 0.7, -0.3]
2019-07-16  [43097660.3, 0.6, -0.1]  [19858221.2, 0.4, -0.1]  [4859978.9, 0.4, -0.2]  [1284548.3, 0.7, -0.3]
2019-07-17  [40471174.1, 0.6, -0.1]  [19706192.8, 0.5, -0.1]  [5196514.7, 0.3, -0.2]  [1329262.4, 0.7, -0.3]
2019-07-18  [39672832.0, 0.6, -0.1]  [19874456.0, 0.5, -0.1]  [5346894.3, 0.3, -0.2]  [1337748.4, 0.7, -0.3]
2019-07-19  [39543121.2, 0.6, -0.1]  [19960503.0, 0.5, -0.1]  [5271724.2, 0.3, -0.2]  [1352334.0, 0.7, -0.3]
2019-07-22  [40340673.9, 0.5, -0.0]  [20221957.2, 0.4, -0.1]  [5019628.6, 0.3, -0.2]  [1370740.4, 0.7, -0.3]
2019-07-23  [33476484.8, 0.6, -0.0]  [19288257.3, 0.5, -0.1]  [4733877.0, 0.4, -0.2]  [1453703.5, 0.7, -0.3]
2019-07-24  [32195869.6, 0.6, -0.0]   [18844752.3, 0.3, 0.0]  [4679731.5, 0.4, -0.2]  [1437907.8, 0.7, -0.3]
2019-07-25  [31662251.7, 0.6, -0.0]  [17090187.8, 0.4, -0.0]  [4842023.4, 0.4, -0.2]  [1381900.2, 0.7, -0.3]
2019-07-26  [32698555.1, 0.6, -0.0]  [17662874.9, 0.4, -0.0]  [4948884.4, 0.4, -0.2]  [1368162.2, 0.7, -0.3]
2019-07-29  [31848632.3, 0.6, -0.0]  [16711481.4, 0.6, -0.1]  [5104637.0, 0.4, -0.2]  [1377605.4, 0.7, -0.4]
2019-07-30  [31960144.5, 0.6, -0.0]  [19059332.3, 0.4, -0.1]  [4952640.0, 0.4, -0.2]  [1358629.2, 0.7, -0.4]
2019-07-31  [34903783.2, 0.6, -0.1]  [19504937.9, 0.4, -0.1]  [4883877.8, 0.4, -0.2]  [1360409.8, 0.7, -0.4]
2019-08-01  [34086084.6, 0.6, -0.0]  [19562332.2, 0.4, -0.1]  [4982359.8, 0.4, -0.2]  [1398695.7, 0.8, -0.4]
2019-08-02  [35763831.9, 0.6, -0.1]  [19705036.5, 0.4, -0.1]  [5052694.6, 0.4, -0.2]  [1390343.5, 0.7, -0.4]
2019-08-05  [36117333.8, 0.6, -0.1]  [19780811.7, 0.4, -0.1]  [5130238.8, 0.4, -0.2]  [1386690.8, 0.7, -0.4]
2019-08-06  [36283050.6, 0.6, -0.1]  [19685376.3, 0.4, -0.1]  [5020191.7, 0.4, -0.2]  [1407165.5, 0.7, -0.4]
2019-08-07  [35844266.9, 0.6, -0.1]  [19765491.5, 0.4, -0.1]  [5092623.2, 0.4, -0.2]  [1415972.4, 0.7, -0.4]
2019-08-08  [36321393.5, 0.6, -0.1]  [19830300.3, 0.4, -0.1]  [5090494.2, 0.4, -0.2]  [1398815.6, 0.8, -0.4]
2019-08-09  [36996205.8, 0.6, -0.1]  [19725353.7, 0.4, -0.1]  [5131576.0, 0.4, -0.2]  [1366737.6, 0.8, -0.4]
2019-08-12  [37477928.8, 0.6, -0.1]  [19475083.2, 0.4, -0.1]  [5173677.5, 0.4, -0.2]  [1360400.3, 0.8, -0.4]
2019-08-13  [36922323.1, 0.6, -0.1]  [19259947.8, 0.4, -0.1]  [5242710.9, 0.4, -0.2]  [1383387.7, 0.8, -0.4]
2019-08-14  [37914083.4, 0.6, -0.1]  [19438099.5, 0.4, -0.1]  [5439265.3, 0.4, -0.3]  [1361554.6, 0.8, -0.4]
2019-08-15  [38548133.1, 0.6, -0.1]  [19870026.4, 0.4, -0.1]  [5226704.9, 0.5, -0.3]  [1410887.9, 0.8, -0.4]
2019-08-16  [38170026.4, 0.6, -0.1]  [19803853.3, 0.4, -0.1]  [4794715.1, 0.5, -0.2]  [1430268.1, 0.8, -0.4]
2019-08-19  [38676690.1, 0.6, -0.2]  [20082555.2, 0.4, -0.1]  [4440621.8, 0.5, -0.2]  [1490933.7, 0.8, -0.4]
2019-08-20  [38403334.3, 0.6, -0.2]  [19927803.4, 0.4, -0.1]  [4435040.0, 0.5, -0.2]  [1523774.3, 0.8, -0.4]
2019-08-21  [36182757.4, 0.7, -0.2]  [19525454.5, 0.4, -0.1]  [4421271.5, 0.5, -0.2]  [1504907.0, 0.8, -0.4]
2019-08-22  [35442032.1, 0.7, -0.2]  [19278014.9, 0.4, -0.1]  [4427444.4, 0.5, -0.2]  [1573243.2, 0.8, -0.4]
2019-08-23  [34759758.1, 0.7, -0.2]  [18757505.7, 0.5, -0.1]  [4343247.7, 0.6, -0.2]  [1582315.4, 0.8, -0.4]
2019-08-26  [37699988.3, 0.6, -0.1]   [16570309.3, 0.4, 0.0]  [4438461.9, 0.6, -0.2]  [1633347.7, 0.8, -0.4]
2019-08-27  [34256942.9, 0.6, -0.1]  [15928861.5, 0.4, -0.0]  [4442493.2, 0.5, -0.2]  [1375017.3, 0.7, -0.3]
2019-08-28  [34883962.6, 0.6, -0.1]  [16413181.0, 0.5, -0.0]  [4428166.6, 0.5, -0.2]  [1472849.1, 0.6, -0.2]
2019-08-29  [34210619.9, 0.6, -0.1]  [15966006.0, 0.5, -0.0]  [4335954.1, 0.5, -0.2]  [1428170.4, 0.6, -0.2]
2019-08-30  [35087181.9, 0.6, -0.2]  [16109032.4, 0.5, -0.0]  [4353834.5, 0.5, -0.2]  [1438935.5, 0.6, -0.2]
2019-09-03  [35801175.2, 0.6, -0.1]  [15888413.9, 0.5, -0.0]  [4413323.8, 0.5, -0.2]  [1524287.4, 0.6, -0.3]
2019-09-04  [35339919.9, 0.6, -0.1]  [16074569.4, 0.5, -0.0]  [4611191.7, 0.5, -0.2]  [1486069.3, 0.6, -0.2]
2019-09-05  [33303699.7, 0.6, -0.1]  [15960799.4, 0.5, -0.0]  [4565028.5, 0.5, -0.2]  [1495323.9, 0.6, -0.2]
2019-09-06  [33928259.7, 0.6, -0.1]  [16172658.4, 0.4, -0.0]  [4198103.4, 0.5, -0.2]  [1544315.1, 0.6, -0.2]
2019-09-09  [33141626.0, 0.6, -0.1]  [16095840.3, 0.4, -0.0]  [4088944.4, 0.6, -0.2]  [1521416.9, 0.5, -0.2]
2019-09-10  [33842849.3, 0.6, -0.1]  [16570349.7, 0.4, -0.0]  [4084064.8, 0.6, -0.2]  [1551441.2, 0.5, -0.2]
2019-09-11  [31825067.3, 0.6, -0.0]  [16265040.6, 0.4, -0.0]  [4176626.4, 0.5, -0.1]  [1597169.5, 0.5, -0.2]
2019-09-12  [31601666.0, 0.6, -0.1]  [16306558.3, 0.4, -0.0]  [4154690.2, 0.5, -0.1]  [1652987.4, 0.5, -0.2]
2019-09-13  [31530381.4, 0.6, -0.1]  [16571269.2, 0.4, -0.0]  [4072554.0, 0.4, -0.1]  [1524662.2, 0.6, -0.2]
2019-09-16  [29436247.5, 0.6, -0.0]  [16200015.7, 0.4, -0.0]  [4036811.5, 0.4, -0.0]  [1479108.7, 0.6, -0.2]
2019-09-17  [31354009.2, 0.6, -0.1]  [16147070.0, 0.5, -0.0]  [4300550.8, 0.5, -0.1]  [1534226.1, 0.5, -0.2]
2019-09-18  [29457859.1, 0.6, -0.0]  [15954357.1, 0.5, -0.0]  [4099713.8, 0.5, -0.1]  [1487930.3, 0.5, -0.2]
2019-09-19  [30349359.6, 0.6, -0.0]  [15817973.0, 0.5, -0.0]  [4584201.4, 0.5, -0.2]  [1472917.4, 0.5, -0.2]
2019-09-20   [29534161.4, 0.5, 0.0]  [15397355.7, 0.5, -0.0]  [4687966.1, 0.5, -0.2]  [1450066.0, 0.5, -0.2]
2019-09-23  [33992559.1, 0.5, -0.0]  [16270906.6, 0.5, -0.1]  [4801791.8, 0.5, -0.2]  [1316784.5, 0.6, -0.2]
2019-09-24   [34172857.8, 0.4, 0.1]  [16415763.6, 0.4, -0.0]  [4539517.5, 0.5, -0.1]  [1261675.1, 0.6, -0.2]
2019-09-25   [33403368.7, 0.4, 0.1]   [16328840.0, 0.4, 0.0]  [4564502.5, 0.5, -0.2]  [1237317.8, 0.6, -0.2]
2019-09-26   [34862921.1, 0.4, 0.1]   [16638934.1, 0.4, 0.0]  [4610518.1, 0.5, -0.1]  [1196569.2, 0.6, -0.2]
2019-09-27   [35086390.4, 0.4, 0.1]   [16489967.5, 0.4, 0.0]  [4800287.3, 0.5, -0.1]  [1219234.6, 0.6, -0.2]
2019-09-30   [35214798.1, 0.4, 0.1]   [16592140.6, 0.4, 0.0]  [4781118.0, 0.5, -0.1]  [1129774.1, 0.6, -0.1]
2019-10-01   [33649305.2, 0.4, 0.1]   [16601523.9, 0.4, 0.0]  [4828115.5, 0.5, -0.1]  [1095124.2, 0.6, -0.1]
2019-10-02   [33578680.8, 0.3, 0.2]   [16647685.5, 0.4, 0.0]  [4684519.0, 0.5, -0.1]  [1070644.3, 0.6, -0.1]
2019-10-03   [34335277.3, 0.3, 0.2]   [16859590.3, 0.4, 0.0]  [5073490.2, 0.5, -0.2]  [1098690.7, 0.6, -0.2]
2019-10-04   [31840803.7, 0.3, 0.2]   [17259086.7, 0.4, 0.0]  [5202827.8, 0.4, -0.2]  [1124545.9, 0.6, -0.2]
2019-10-07   [31660175.3, 0.3, 0.2]   [17645661.0, 0.4, 0.0]  [5368051.6, 0.4, -0.2]  [1141271.6, 0.6, -0.2]
2019-10-08   [31327435.2, 0.3, 0.2]  [17418623.8, 0.4, -0.0]  [5325333.5, 0.4, -0.2]  [1098870.1, 0.6, -0.2]
2019-10-09   [31440831.1, 0.3, 0.2]  [17426045.9, 0.4, -0.0]  [5573268.1, 0.4, -0.2]  [1111875.2, 0.7, -0.2]
2019-10-10   [28927009.1, 0.3, 0.2]   [16891704.4, 0.4, 0.0]  [5762196.0, 0.4, -0.2]  [1073808.2, 0.7, -0.2]
2019-10-11   [28684535.2, 0.3, 0.2]   [16221923.6, 0.4, 0.0]  [5940228.6, 0.4, -0.2]  [1036186.7, 0.7, -0.2]
2019-10-14   [29756612.7, 0.3, 0.2]   [16425438.5, 0.4, 0.0]  [6350185.4, 0.4, -0.2]   [912315.1, 0.7, -0.1]
2019-10-15   [28903136.6, 0.3, 0.2]   [15984825.6, 0.4, 0.0]  [6551728.8, 0.3, -0.2]   [854201.0, 0.7, -0.1]
2019-10-16   [29750997.4, 0.3, 0.2]   [15948625.3, 0.4, 0.0]  [6634723.2, 0.3, -0.2]   [871072.1, 0.7, -0.1]
2019-10-17   [27902362.4, 0.3, 0.2]   [15359923.2, 0.4, 0.1]  [6096303.8, 0.3, -0.2]   [789972.1, 0.7, -0.1]
2019-10-18   [27210043.6, 0.3, 0.3]   [17271795.5, 0.2, 0.1]  [5968183.6, 0.3, -0.2]   [783795.7, 0.7, -0.1]
2019-10-21   [28683812.0, 0.3, 0.3]   [17609041.5, 0.2, 0.1]  [5929019.3, 0.4, -0.2]   [794638.1, 0.6, -0.0]
2019-10-22   [25657926.3, 0.3, 0.3]   [13657195.6, 0.2, 0.2]  [5948601.3, 0.3, -0.2]   [794284.4, 0.6, -0.0]
2019-10-23   [25212357.1, 0.3, 0.3]   [13978034.5, 0.2, 0.2]  [6008421.6, 0.3, -0.2]    [663376.5, 0.6, 0.0]
2019-10-24   [24974973.6, 0.3, 0.3]   [13938634.5, 0.2, 0.2]  [5969102.6, 0.3, -0.2]    [651651.6, 0.6, 0.0]
2019-10-25   [30908227.2, 0.2, 0.3]   [14171418.4, 0.2, 0.2]  [5871312.4, 0.4, -0.2]    [635031.4, 0.6, 0.1]
2019-10-28   [36504925.9, 0.4, 0.0]   [16827023.3, 0.2, 0.1]  [5508244.1, 0.5, -0.2]    [602596.8, 0.6, 0.1]
2019-10-29   [47423859.4, 0.2, 0.0]   [19722397.7, 0.1, 0.1]  [5239548.8, 0.5, -0.1]    [599313.8, 0.6, 0.1]
2019-10-30  [53986033.9, 0.2, -0.1]   [17838295.6, 0.2, 0.1]  [5342406.6, 0.5, -0.2]    [673031.4, 0.5, 0.1]
2019-10-31  [54569312.4, 0.2, -0.1]   [18553144.3, 0.2, 0.0]  [5456348.9, 0.5, -0.1]    [838463.3, 0.5, 0.1]
2019-11-01  [54050932.7, 0.2, -0.1]   [18043289.2, 0.2, 0.1]  [5627092.7, 0.4, -0.1]    [975886.5, 0.4, 0.1]
2019-11-04  [53774248.5, 0.2, -0.1]   [17843897.1, 0.2, 0.1]  [5481929.4, 0.4, -0.1]    [994871.4, 0.4, 0.0]
2019-11-05  [53018081.2, 0.2, -0.1]   [17497360.0, 0.2, 0.1]  [5188869.2, 0.4, -0.1]  [1136809.7, 0.4, -0.1]
2019-11-06  [52386506.1, 0.2, -0.1]   [17272066.1, 0.2, 0.1]  [5146610.0, 0.4, -0.1]  [1337122.9, 0.3, -0.1]
2019-11-07  [52041597.6, 0.2, -0.1]   [17245713.5, 0.2, 0.1]  [5110078.4, 0.4, -0.1]  [1332614.1, 0.3, -0.1]
2019-11-08  [51701430.8, 0.2, -0.1]   [17759503.3, 0.2, 0.1]  [5128584.4, 0.4, -0.1]  [1238595.8, 0.4, -0.1]
2019-11-11  [50676598.4, 0.2, -0.1]   [18038625.4, 0.2, 0.1]  [5085768.4, 0.4, -0.1]  [1273244.6, 0.4, -0.1]
2019-11-12  [50170288.3, 0.2, -0.1]   [18746221.3, 0.2, 0.1]  [4937041.2, 0.4, -0.1]  [1308984.4, 0.4, -0.2]
2019-11-13  [49801544.8, 0.2, -0.1]   [19285860.4, 0.2, 0.1]  [5116999.2, 0.4, -0.1]  [1319457.8, 0.4, -0.1]
2019-11-14  [50324101.1, 0.2, -0.1]   [19239031.9, 0.2, 0.1]  [5096018.9, 0.4, -0.1]  [1295609.6, 0.4, -0.1]
2019-11-15  [47026461.3, 0.2, -0.0]   [17739966.5, 0.2, 0.1]  [4974962.7, 0.4, -0.1]  [1241754.1, 0.4, -0.1]
2019-11-18  [47551426.2, 0.2, -0.0]   [18856159.8, 0.2, 0.1]  [4909729.5, 0.4, -0.1]  [1212952.6, 0.4, -0.1]
2019-11-19  [47660729.1, 0.2, -0.0]   [18608085.2, 0.2, 0.1]  [4811461.8, 0.4, -0.1]  [1235860.9, 0.4, -0.2]
2019-11-20  [47904934.0, 0.2, -0.0]   [19284416.8, 0.2, 0.1]  [4716698.3, 0.4, -0.1]  [1238708.6, 0.5, -0.2]
2019-11-21  [47782342.7, 0.2, -0.0]   [19542206.6, 0.2, 0.1]  [4881682.9, 0.4, -0.1]  [1244412.1, 0.5, -0.2]
2019-11-22  [47503134.6, 0.2, -0.0]   [19673474.3, 0.2, 0.1]  [4870191.2, 0.4, -0.1]  [1125379.5, 0.5, -0.2]
2019-11-25  [47149270.8, 0.2, -0.0]   [19507081.8, 0.2, 0.1]  [4850683.1, 0.4, -0.1]  [1193741.1, 0.5, -0.2]
2019-11-26  [47568733.0, 0.2, -0.0]   [19321725.2, 0.2, 0.1]  [4861055.9, 0.4, -0.1]  [1190341.1, 0.5, -0.2]
2019-11-27  [47418106.7, 0.2, -0.0]   [19085407.1, 0.2, 0.1]  [4829124.9, 0.4, -0.1]  [1204137.3, 0.5, -0.2]
2019-11-29  [47666365.0, 0.2, -0.1]   [18815477.5, 0.2, 0.1]  [4686561.3, 0.4, -0.1]  [1192852.4, 0.5, -0.2]
2019-12-02  [47470419.4, 0.2, -0.1]   [17476622.5, 0.2, 0.1]  [4403042.3, 0.5, -0.1]  [1171272.2, 0.5, -0.2]
2019-12-03  [48797374.8, 0.2, -0.1]   [18799760.8, 0.2, 0.1]  [4569240.7, 0.5, -0.1]  [1161508.4, 0.5, -0.2]
2019-12-04  [49066264.0, 0.2, -0.1]   [18569693.3, 0.2, 0.1]  [4536033.9, 0.5, -0.1]  [1116094.0, 0.5, -0.2]
2019-12-05  [49271505.3, 0.2, -0.1]   [18446531.8, 0.2, 0.1]  [4457582.2, 0.5, -0.1]  [1114737.3, 0.5, -0.2]
2019-12-06  [49999147.8, 0.2, -0.1]   [18387197.7, 0.2, 0.1]  [4436491.5, 0.5, -0.2]  [1109252.5, 0.5, -0.2]
2019-12-09  [49118126.1, 0.2, -0.1]   [18115016.3, 0.2, 0.1]  [4174869.2, 0.5, -0.1]  [1087185.5, 0.5, -0.2]
2019-12-10  [49557317.3, 0.3, -0.1]   [18404800.4, 0.2, 0.1]  [4189086.9, 0.5, -0.1]  [1046423.8, 0.5, -0.2]
2019-12-11  [49459627.4, 0.3, -0.1]   [18530787.9, 0.2, 0.1]  [3903575.4, 0.5, -0.1]  [1032535.0, 0.6, -0.2]
2019-12-12  [49830118.5, 0.3, -0.1]   [18644169.0, 0.2, 0.1]  [3789379.2, 0.5, -0.0]  [1024492.2, 0.6, -0.2]
2019-12-13  [47016731.9, 0.3, -0.1]   [17161258.9, 0.2, 0.1]  [3838158.4, 0.4, -0.0]  [1012203.4, 0.6, -0.2]
2019-12-16  [46272274.9, 0.3, -0.1]   [16837746.8, 0.3, 0.1]   [3894972.2, 0.4, 0.0]   [999000.4, 0.6, -0.2]
2019-12-17  [48790842.2, 0.3, -0.2]  [17461156.8, 0.3, -0.0]   [3916259.5, 0.4, 0.0]  [1003873.4, 0.6, -0.2]
2019-12-18  [49014077.1, 0.3, -0.2]   [16991873.2, 0.3, 0.0]   [3886491.3, 0.4, 0.0]  [1004270.9, 0.6, -0.2]
2019-12-19  [49838526.2, 0.3, -0.2]   [17111836.8, 0.3, 0.0]   [3907427.7, 0.4, 0.0]   [999206.6, 0.6, -0.2]
2019-12-20  [50413620.3, 0.3, -0.2]   [16885493.1, 0.3, 0.0]   [3969600.4, 0.4, 0.0]  [1016260.4, 0.6, -0.2]
2019-12-23  [50517185.3, 0.3, -0.2]   [15164701.2, 0.4, 0.1]  [4328794.5, 0.4, -0.0]  [1012420.1, 0.6, -0.2]
2019-12-24  [52081600.2, 0.3, -0.2]   [19388501.0, 0.1, 0.1]  [4316113.2, 0.4, -0.0]  [1041274.6, 0.6, -0.2]
2019-12-26  [52908492.6, 0.3, -0.2]  [22828265.3, 0.2, -0.1]  [4368731.0, 0.4, -0.1]  [1065363.1, 0.6, -0.3]
2019-12-27  [60293854.2, 0.2, -0.2]  [21556452.2, 0.2, -0.1]  [4282109.4, 0.4, -0.1]  [1055269.7, 0.6, -0.2]
2019-12-30  [59749603.2, 0.3, -0.3]  [20911523.0, 0.2, -0.1]  [4440788.5, 0.4, -0.1]  [1013106.0, 0.5, -0.2]
2019-12-31  [57759697.9, 0.3, -0.3]  [20524060.7, 0.2, -0.1]  [4376190.3, 0.4, -0.1]   [912131.5, 0.6, -0.2]
**************************************************************************************************
Printing values of coeff: A,B and C in AR(2) 10-day rolling model
**************************************************************************************************
                   AMZN_10_2020_Coeff         GOOG_10_2020_Coeff          AAL_10_2020_Coeff         NCLH_10_2020_Coeff
Date                                                                                                                  
2020-01-16     [18444442.1, 0.6, 0.1]   [44317211.8, -0.2, -0.2]   [13191629.0, -0.5, -0.3]     [1108496.7, 0.7, -0.6]
2020-01-17    [24659764.6, 0.7, -0.1]      [7755032.0, 0.6, 0.1]   [15064833.4, -0.7, -0.3]      [976532.9, 0.5, -0.3]
2020-01-21    [67210240.0, 0.1, -0.1]   [78922437.3, -0.0, -1.4]   [12488911.2, -0.6, -0.1]      [939499.5, 0.7, -0.4]
2020-01-22    [89808607.2, 0.1, -0.5]   [81957443.1, -0.1, -1.5]   [15404715.8, -0.6, -0.4]      [430595.2, 1.3, -0.6]
2020-01-23    [87083184.7, 0.1, -0.5]    [45064881.6, 0.1, -0.5]     [9153786.1, 0.1, -0.2]      [-674880.5, 1.4, 0.4]
2020-01-24    [93431696.1, 0.1, -0.6]    [44321541.9, 0.2, -0.5]     [-3788541.5, 0.2, 1.6]     [1301096.5, 0.4, -0.2]
2020-01-27  [112748691.8, -0.2, -0.6]    [46683414.2, 0.2, -0.6]     [-3416192.7, 0.2, 1.5]      [1155224.0, 0.1, 0.3]
2020-01-28  [115327690.6, -0.2, -0.6]    [45967178.2, 0.1, -0.5]      [3757417.0, 0.2, 0.7]      [1490885.3, 0.2, 0.1]
2020-01-29  [124577420.5, -0.2, -0.7]    [48054825.5, 0.1, -0.5]      [7239260.8, 0.0, 0.6]    [2201546.6, -0.0, -0.0]
2020-01-30  [119667367.8, -0.1, -0.8]   [55901441.8, -0.0, -0.6]     [10411481.3, 0.0, 0.3]    [3058193.0, -0.2, -0.3]
2020-01-31  [208738982.0, -0.9, -1.2]    [28374053.9, 0.4, -0.3]    [12872047.2, -0.0, 0.2]    [4937633.2, -0.6, -0.7]
2020-02-03   [185236733.9, 1.8, -3.3]    [43677805.8, 0.5, -0.8]      [7984921.1, 0.1, 0.3]    [5922076.1, -0.7, -1.0]
2020-02-04   [291779868.4, 1.3, -4.5]    [52806124.5, 0.8, -1.4]      [6308745.8, 0.2, 0.3]    [4640222.8, -0.6, -0.5]
2020-02-05   [101568993.2, 0.3, -0.2]     [7768077.6, 1.5, -0.6]      [3226760.6, 0.4, 0.2]    [4384459.3, -0.5, -0.5]
2020-02-06   [107474570.3, 0.3, -0.2]    [37461564.7, 1.2, -1.3]      [4026020.2, 0.1, 0.4]    [4368531.1, -0.5, -0.5]
2020-02-07   [113639671.9, 0.3, -0.3]    [30213927.1, 0.7, -0.4]     [8204798.9, 0.2, -0.0]    [3907970.3, -0.4, -0.4]
2020-02-10   [127899419.2, 0.2, -0.3]    [29044952.8, 0.7, -0.4]     [9311282.5, -0.1, 0.0]    [3681356.0, -0.3, -0.4]
2020-02-11   [146623382.8, 0.1, -0.3]    [32438318.8, 0.7, -0.4]   [20512512.7, -0.9, -0.3]    [3946030.3, -0.5, -0.3]
2020-02-12   [147502536.0, 0.1, -0.3]    [28695057.4, 0.7, -0.4]   [23531134.6, -0.7, -0.8]     [2177937.0, -0.1, 0.1]
2020-02-13     [75611321.5, 0.1, 0.0]    [17744028.8, 0.8, -0.3]   [18228903.2, -0.6, -0.3]     [2417958.3, -0.2, 0.1]
2020-02-14     [64745193.0, 0.2, 0.0]    [10214783.2, 0.7, -0.1]   [17358976.1, -0.5, -0.3]    [3721986.5, -0.3, -0.4]
2020-02-18    [63256719.9, 0.4, -0.2]     [15325761.8, 0.2, 0.1]   [15711688.1, -0.4, -0.3]    [3662755.2, -0.4, -0.4]
2020-02-19    [50242243.5, 0.5, -0.1]    [19980787.4, -0.1, 0.2]   [15294825.1, -0.4, -0.2]    [3779943.1, -0.3, -0.4]
2020-02-20     [27875893.0, 0.5, 0.1]     [19004201.4, 0.0, 0.1]   [14468201.9, -0.4, -0.2]    [4034614.1, -0.3, -0.6]
2020-02-21    [25707540.9, 0.7, -0.1]     [10960359.7, 0.2, 0.3]   [15636895.0, -0.5, -0.2]      [210588.0, 1.1, -0.0]
2020-02-24    [39890397.4, 0.6, -0.1]    [35551133.5, 0.4, -0.9]    [10042035.1, -0.1, 0.0]     [2745116.1, 0.6, -0.7]
2020-02-25    [56235018.4, 0.8, -0.6]    [13154832.9, 2.0, -1.5]     [-2420872.3, 1.1, 0.3]        [18627.8, 0.6, 0.7]
2020-02-26    [27642846.7, 1.2, -0.5]    [38407310.8, 1.5, -2.0]     [-6610494.3, 0.8, 1.2]       [571203.4, 0.4, 0.7]
2020-02-27    [35044451.5, 1.4, -0.8]    [14191289.1, 1.0, -0.4]      [4000021.2, 0.8, 0.0]       [594348.4, 0.3, 0.8]
2020-02-28     [19796990.2, 0.8, 0.2]    [10246432.8, 0.9, -0.1]      [2406751.1, 0.5, 0.6]       [262725.1, 0.5, 0.7]
2020-03-02     [17396451.9, 1.0, 0.0]    [10224589.6, 1.1, -0.2]       [472871.2, 0.8, 0.5]      [1810821.1, 0.3, 0.7]
2020-03-03    [65870179.5, 0.8, -0.3]    [28416019.8, 0.6, -0.2]      [4466433.8, 0.8, 0.2]      [3997763.7, 0.3, 0.2]
2020-03-04     [86801024.6, 0.4, 0.0]    [40807298.0, 0.4, -0.1]      [8610453.2, 0.7, 0.1]     [3181387.9, 0.6, -0.0]
2020-03-05   [127208195.2, 0.1, -0.1]    [58171308.6, 0.1, -0.3]     [11623959.8, 0.4, 0.3]     [5817342.3, 0.6, -0.4]
2020-03-06   [113839024.2, 0.3, -0.2]    [58508866.8, 0.1, -0.3]      [8171539.8, 0.6, 0.3]     [6084103.3, 0.7, -0.4]
2020-03-09    [99901371.9, 0.4, -0.2]    [62314204.7, 0.2, -0.4]      [5716874.8, 0.6, 0.4]     [9170461.4, 0.9, -1.0]
2020-03-10   [129535846.2, 0.4, -0.3]    [63901515.5, 0.2, -0.4]     [21916281.6, 0.1, 0.5]     [8502710.1, 1.0, -1.0]
2020-03-11   [107770572.0, 0.5, -0.3]    [62539575.0, 0.2, -0.4]    [27231922.3, -0.2, 0.7]     [-4936052.3, 1.2, 0.5]
2020-03-12   [106916734.7, 0.2, -0.1]    [53793908.3, 0.0, -0.1]    [16722674.4, -0.2, 0.9]     [-1951911.0, 0.8, 0.6]
2020-03-13   [140944632.8, -0.1, 0.1]    [49208376.2, 0.3, -0.1]    [20327852.4, -0.1, 0.7]     [-1600870.6, 0.7, 0.8]
2020-03-16   [130983296.2, 0.2, -0.2]     [33531937.1, 0.4, 0.0]    [28416126.1, -0.1, 0.5]     [-2745734.3, 0.7, 0.9]
2020-03-17     [88569790.8, 0.3, 0.1]     [25755614.8, 0.4, 0.3]    [-33346955.4, 0.7, 1.1]      [3668730.6, 0.0, 1.3]
2020-03-18     [91255196.6, 0.2, 0.3]     [32824015.5, 0.2, 0.3]     [11618998.8, 0.0, 0.9]    [10098791.1, 0.9, -0.3]
2020-03-19    [131583920.6, 0.0, 0.2]     [36176211.6, 0.2, 0.3]     [18783690.8, 0.0, 0.7]    [12455028.3, 0.8, -0.2]
2020-03-20    [128084325.0, 0.0, 0.3]     [36571229.0, 0.2, 0.3]     [21846701.3, 0.1, 0.6]    [16906440.8, 0.7, -0.4]
2020-03-23    [161077347.3, 0.0, 0.1]     [55808071.4, 0.2, 0.0]     [36640330.3, 0.0, 0.4]    [20774214.6, 0.6, -0.3]
2020-03-24  [288462369.2, -0.4, -0.1]    [96288954.4, -0.3, 0.1]     [55402523.6, 0.0, 0.1]    [25740450.5, 0.5, -0.4]
2020-03-25     [75030494.6, 0.4, 0.1]    [96406488.4, -0.4, 0.1]   [105785764.5, -0.6, 0.1]    [28637735.6, 0.5, -0.4]
2020-03-26     [17554967.9, 0.8, 0.1]    [67578463.1, -0.3, 0.4]  [132306183.2, -0.2, -0.6]    [21264623.7, 0.7, -0.4]
2020-03-27     [10379881.9, 0.9, 0.1]    [76784883.5, -0.3, 0.3]    [80538517.6, 0.0, -0.1]    [10547869.6, 0.9, -0.2]
2020-03-30    [-16260414.0, 0.8, 0.2]    [80321150.7, -0.3, 0.2]   [101762672.1, 0.1, -0.5]    [10367522.8, 0.8, -0.0]
2020-03-31      [9032376.3, 0.7, 0.2]      [-511200.6, 0.4, 0.5]    [84079583.2, 0.4, -0.6]    [14840449.9, 0.8, -0.1]
2020-04-01     [21547637.9, 0.7, 0.1]    [-19514145.2, 0.6, 0.6]    [54390640.4, 0.6, -0.4]    [22331551.9, 0.6, -0.1]
2020-04-02     [30485723.9, 0.3, 0.3]    [-11041243.2, 0.5, 0.6]    [50636170.8, 0.7, -0.4]    [21702288.7, 0.6, -0.1]
2020-04-03     [19130328.7, 0.5, 0.3]    [-10460796.0, 0.5, 0.6]    [48716599.7, 0.6, -0.4]    [33188432.5, 0.6, -0.4]
2020-04-06      [1838455.3, 0.4, 0.5]      [-406999.7, 0.5, 0.5]    [40004575.8, 0.8, -0.4]     [3238039.6, 1.0, -0.1]
2020-04-07    [47740710.9, -0.0, 0.5]    [20757447.2, 0.8, -0.2]    [34280661.5, 1.2, -0.7]     [15159741.9, 0.2, 0.3]
2020-04-08     [68626142.3, 0.2, 0.1]    [22791421.5, 0.5, -0.0]    [-1316987.0, 1.7, -0.6]    [34429903.9, 0.7, -0.6]
2020-04-09     [80036423.4, 0.1, 0.0]    [33422671.4, 0.4, -0.2]     [26057667.5, 0.4, 0.3]    [55881288.8, 0.0, -0.6]
2020-04-13   [116092892.9, 0.0, -0.3]    [41740550.5, 0.3, -0.2]     [29380905.3, 0.2, 0.6]    [43284681.9, -0.3, 0.1]
2020-04-14  [170474415.4, -0.2, -0.6]    [41922082.4, 0.3, -0.2]    [49089280.5, -0.1, 0.6]    [42028912.5, -0.2, 0.1]
2020-04-15    [79983398.2, 0.7, -0.5]   [63838644.9, -0.1, -0.4]     [67647320.3, 0.0, 0.3]    [46985352.2, -0.3, 0.1]
2020-04-16    [75702301.3, 0.7, -0.4]    [44086493.7, -0.2, 0.2]   [118578675.8, -0.3, 0.0]    [45914512.4, -0.3, 0.1]
2020-04-17     [-1110940.6, 0.5, 0.8]    [45920362.7, -0.3, 0.3]  [151779673.5, -0.5, -0.1]    [35491348.8, -0.1, 0.1]
2020-04-20     [18924562.9, 0.1, 0.9]    [39948099.5, -0.3, 0.4]  [184629048.0, -0.5, -0.4]     [19988029.9, 0.1, 0.3]
2020-04-21    [93939618.2, 0.4, -0.0]   [74395804.0, -0.7, -0.1]   [93496420.8, -0.1, -0.0]     [10859830.3, 0.0, 0.5]
2020-04-22   [119914398.4, 0.2, -0.0]   [86413126.7, -0.9, -0.2]     [50193997.9, 0.1, 0.2]      [5491554.4, 0.2, 0.6]
2020-04-23   [145291988.3, -0.0, 0.0]   [96457245.0, -1.0, -0.4]    [83884816.1, 0.1, -0.2]      [9276338.4, 0.3, 0.2]
2020-04-24   [126243151.1, 0.1, -0.0]  [104100194.9, -1.0, -0.5]    [66426060.2, 0.2, -0.1]     [14041976.2, 0.0, 0.3]
2020-04-27     [49223839.5, 0.3, 0.3]   [57551820.8, -0.3, -0.1]    [64850643.7, 0.2, -0.1]    [27984979.4, 0.0, -0.2]
2020-04-28     [57867768.6, 0.2, 0.3]     [30143890.1, 0.0, 0.2]    [53499508.8, 0.2, -0.1]    [29452843.5, 0.0, -0.3]
2020-04-29     [63977604.0, 0.3, 0.1]   [73684034.4, -0.3, -0.6]   [79263788.5, -0.1, -0.1]    [17555007.1, 0.9, -0.6]
2020-04-30    [98369280.7, -0.3, 0.3]    [46738535.7, 1.0, -1.1]     [-1950831.8, 0.7, 0.4]    [-27846185.3, 2.1, 0.1]
2020-05-01   [123768823.1, -0.5, 0.3]    [52506329.0, 1.0, -1.3]     [32489615.4, 0.5, 0.1]     [9860509.5, 1.1, -0.4]
2020-05-04    [80283296.8, 0.4, -0.1]    [34173009.4, 0.8, -0.6]     [41460233.0, 0.4, 0.2]    [15940560.1, 1.2, -0.6]
2020-05-05   [125226310.2, 0.4, -0.4]    [36535461.1, 0.8, -0.7]     [29366935.1, 0.5, 0.2]    [17468285.8, 1.0, -0.4]
2020-05-06   [125423777.7, 0.5, -0.5]    [38605495.3, 0.8, -0.7]    [66647321.9, 0.4, -0.0]     [29261060.4, 0.3, 0.5]
2020-05-07   [126032294.8, 0.6, -0.6]    [28807721.8, 0.9, -0.5]    [87744758.8, 0.3, -0.3]    [38309960.5, 0.6, -0.0]
2020-05-08    [90672307.3, 0.7, -0.5]    [30574642.7, 0.9, -0.6]   [113681555.8, 0.4, -0.5]    [54748706.7, 0.5, -0.2]
2020-05-11    [76760626.1, 0.8, -0.5]    [15512558.5, 1.0, -0.4]    [33543061.1, 0.8, -0.2]    [66103854.0, 0.4, -0.2]
2020-05-12    [66990918.5, 0.8, -0.4]     [12733815.6, 0.5, 0.0]     [10790347.0, 0.7, 0.1]    [68623233.4, 0.4, -0.3]
2020-05-13    [42907761.7, 0.9, -0.4]    [22743945.6, -0.2, 0.4]      [6043963.4, 0.7, 0.1]    [71139382.1, 0.5, -0.4]
2020-05-14    [57783098.4, 0.3, -0.1]    [32796498.1, -0.4, 0.3]    [27158104.6, 0.8, -0.2]    [72273889.7, 0.5, -0.4]
2020-05-15    [72542320.1, 0.0, -0.1]     [22422559.1, 0.1, 0.2]    [39314088.3, 0.5, -0.2]    [76818513.6, 0.4, -0.4]
2020-05-18     [62305868.8, 0.1, 0.1]     [18674228.4, 0.1, 0.2]     [46960084.9, 0.2, 0.0]    [27439094.0, 0.7, -0.2]
2020-05-19     [31604123.2, 0.2, 0.5]      [5881703.6, 0.5, 0.3]   [87884107.1, -0.4, -0.1]    [51993668.9, -0.1, 0.3]
2020-05-20     [33280448.1, 0.1, 0.5]    [24987569.2, -0.1, 0.3]  [121221515.7, -0.5, -0.5]    [58239613.4, -0.0, 0.1]
2020-05-21     [49944867.6, 0.1, 0.3]    [30409744.0, -0.1, 0.2]  [132310804.4, -0.6, -0.7]   [72910405.0, -0.1, -0.1]
2020-05-22    [60583930.4, -0.1, 0.4]    [34298654.3, -0.3, 0.2]  [117136950.9, -0.4, -0.6]     [63552087.6, 0.0, 0.0]
2020-05-26   [148563315.5, -0.8, 0.1]   [39022146.8, -0.2, -0.0]   [78262451.1, -0.1, -0.2]    [71448989.1, -0.2, 0.2]
2020-05-27  [153216316.7, -0.5, -0.3]   [55148898.9, -0.5, -0.3]  [121186695.3, -0.5, -0.5]   [102532365.0, -0.5, 0.0]
2020-05-28  [176442215.6, -0.5, -0.6]   [52689843.0, -0.3, -0.3]   [105554486.0, 0.0, -0.8]  [125149420.6, -0.5, -0.2]
2020-05-29  [185605411.6, -0.7, -0.6]   [44372475.9, -0.2, -0.1]    [66576164.1, 0.3, -0.3]  [136708849.9, -0.4, -0.3]
2020-06-01  [184902253.0, -0.6, -0.7]   [43082873.2, -0.2, -0.1]    [58720986.4, 0.4, -0.3]   [92166423.5, -0.1, -0.1]
2020-06-02  [119593069.0, -0.3, -0.2]   [44061091.6, -0.3, -0.1]    [62233944.7, 0.5, -0.5]    [87562293.8, 0.1, -0.3]
2020-06-03   [78693479.3, -0.1, -0.0]   [38325081.8, -0.0, -0.2]    [58709538.8, 0.5, -0.4]    [74297864.9, 0.2, -0.2]
2020-06-04    [66276244.2, 0.0, -0.0]    [27898160.4, 0.2, -0.1]    [72344173.7, 0.4, -0.5]    [75824043.2, 0.2, -0.2]
2020-06-05     [46165375.3, 0.2, 0.1]    [27959883.5, 0.2, -0.1]   [116023298.0, 1.9, -2.1]    [90879442.6, 0.3, -0.5]
2020-06-08    [51862744.6, 0.3, -0.1]    [20701477.6, 0.3, -0.0]   [168241751.0, 1.1, -2.0]    [72054909.4, 0.6, -0.4]
2020-06-09     [49246150.8, 0.1, 0.1]     [21810078.2, 0.2, 0.0]   [118260370.6, 1.1, -1.1]    [44039280.8, 0.7, -0.2]
2020-06-10   [-20884098.9, 1.5, -0.1]    [28487330.4, 0.2, -0.2]   [121561267.3, 0.8, -0.5]    [46854169.2, 1.0, -0.5]
2020-06-11    [41338993.6, 1.4, -1.1]    [39005013.6, 0.0, -0.4]   [144363255.5, 0.7, -0.5]     [26052331.3, 0.6, 0.2]
2020-06-12      [976489.4, 1.2, -0.1]    [23268204.9, 0.6, -0.3]   [158950623.1, 0.7, -0.5]     [34307148.5, 0.5, 0.2]
2020-06-15     [13153086.2, 0.7, 0.3]    [19021938.6, 0.7, -0.3]   [200750590.0, 0.6, -0.6]     [56787172.2, 0.3, 0.2]
2020-06-16    [35091734.4, 1.0, -0.4]    [33327856.4, 0.6, -0.6]   [229036737.2, 0.5, -0.6]    [97565832.4, 0.1, -0.0]
2020-06-17    [46353071.7, 0.9, -0.4]    [34998853.5, 0.3, -0.3]   [127406983.6, 0.7, -0.4]   [135261238.1, 0.1, -0.4]
2020-06-18    [46623541.1, 0.9, -0.5]    [33617259.3, 0.2, -0.3]   [107665220.9, 0.1, -0.0]     [54828268.6, 0.3, 0.1]
2020-06-19    [27171629.2, 1.1, -0.4]    [35716960.1, 0.3, -0.4]    [83091509.1, 0.3, -0.0]      [9019350.4, 0.6, 0.3]
2020-06-22    [79128935.1, 0.7, -0.6]   [58125118.4, -0.0, -0.6]     [-1754694.3, 0.3, 0.6]     [30655585.3, 0.5, 0.1]
2020-06-23     [58731452.5, 0.1, 0.2]   [82439943.2, -0.3, -1.0]     [50963064.1, 0.4, 0.2]     [17028286.8, 0.6, 0.1]
2020-06-24     [69634623.1, 0.0, 0.1]   [67940081.5, -0.4, -0.5]    [69079662.5, 0.7, -0.2]     [15522573.5, 0.3, 0.4]
2020-06-25   [99464048.8, -0.2, -0.0]   [61433247.1, -0.3, -0.4]   [109221033.2, 0.5, -0.5]    [50811847.9, -0.0, 0.3]
2020-06-26  [126944135.2, -0.5, -0.2]   [52835432.1, -0.2, -0.3]    [90840542.1, 0.5, -0.3]    [57491900.4, -0.2, 0.3]
2020-06-29  [138342039.6, -0.7, -0.1]   [81242506.7, -0.8, -0.4]    [94322335.0, 0.5, -0.4]   [89404466.4, -0.1, -0.2]
2020-06-30  [121781466.8, -0.4, -0.1]   [76657281.1, -0.4, -0.5]    [95732435.8, 0.6, -0.4]   [90147797.8, -0.2, -0.2]
2020-07-01  [169497118.1, -0.7, -0.3]   [70512893.2, -0.4, -0.2]    [97206498.4, 0.4, -0.2]     [45224439.2, 0.1, 0.2]
2020-07-02  [208659946.9, -0.9, -0.4]   [59692669.4, -0.3, -0.1]   [122734631.9, 0.3, -0.3]    [50270985.1, 0.1, -0.0]
2020-07-06  [156217555.0, -0.2, -0.4]   [57769159.4, -0.3, -0.1]   [101233343.2, 0.2, -0.1]    [44976385.8, -0.1, 0.2]
2020-07-07     [76709873.2, 0.1, 0.2]   [52896627.2, -0.3, -0.0]     [47634136.8, 0.3, 0.2]     [19084423.7, 0.2, 0.4]
2020-07-08     [94944665.9, 0.1, 0.1]   [52649740.7, -0.3, -0.0]    [70876929.6, -0.2, 0.3]      [4432072.1, 0.5, 0.3]
2020-07-09  [128435120.5, -0.0, -0.1]   [50741862.0, -0.2, -0.0]    [61005819.9, -0.1, 0.4]     [10748099.2, 0.4, 0.3]
2020-07-10   [106372268.3, 0.1, -0.1]     [17906511.5, 0.2, 0.2]    [64309039.3, -0.1, 0.4]      [5066528.8, 0.3, 0.4]
2020-07-13   [138191124.0, 0.3, -0.5]     [17040030.0, 0.3, 0.1]   [110639714.4, -0.4, 0.1]     [19021441.5, 0.2, 0.3]
2020-07-14  [147881162.3, -0.1, -0.1]    [22570457.4, 0.6, -0.3]    [66460279.9, -0.2, 0.4]     [18004357.9, 0.2, 0.3]
2020-07-15   [128733489.0, 0.1, -0.2]    [23095606.5, 0.6, -0.3]     [43260897.2, 0.4, 0.0]    [26697840.5, 0.3, -0.0]
2020-07-16   [146042001.2, 0.1, -0.3]    [31602115.1, 0.6, -0.6]  [191406332.6, -1.1, -0.3]   [71298053.7, -0.9, -0.1]
2020-07-17   [145975035.8, 0.0, -0.2]    [29211828.1, 0.7, -0.6]  [319384450.3, -1.0, -2.0]    [43131655.4, 0.5, -0.5]
2020-07-20   [121424698.3, 0.1, -0.1]    [29736164.1, 0.7, -0.6]  [176514805.0, -0.6, -0.6]     [21658639.2, 0.5, 0.1]
2020-07-21   [153591985.8, -0.3, 0.1]    [32898781.1, 0.6, -0.6]  [161774735.6, -0.5, -0.5]     [30991586.5, 0.4, 0.0]
2020-07-22   [171803706.3, -0.4, 0.0]    [29630079.8, 0.5, -0.4]  [136251099.2, -0.3, -0.4]    [39788472.9, 0.4, -0.1]
2020-07-23  [258246119.1, -0.5, -0.6]    [-4768796.2, 1.1, -0.0]  [102393590.0, -0.2, -0.2]    [36950255.2, 0.4, -0.1]
2020-07-24  [174515489.2, -0.1, -0.4]    [24595925.8, 0.2, -0.1]  [129116658.9, -0.3, -0.4]    [47261067.2, 0.4, -0.2]
2020-07-27  [153439678.3, -0.2, -0.1]    [28304871.8, 0.2, -0.1]  [126426373.2, -0.4, -0.2]    [40280042.6, 0.3, -0.0]
2020-07-28  [162108963.1, -0.3, -0.1]    [37956988.9, 0.1, -0.4]   [90935973.5, -0.2, -0.1]      [5990144.2, 0.6, 0.1]
2020-07-29   [115816166.7, 0.1, -0.2]   [44020552.6, -0.2, -0.4]  [108147643.2, -0.6, -0.0]     [13909367.3, 0.1, 0.5]
2020-07-30     [42973259.7, 0.4, 0.1]   [49553296.2, -0.4, -0.4]  [130350313.5, -0.7, -0.3]    [23347344.4, -0.1, 0.4]
2020-07-31   [105967257.1, 0.4, -0.5]   [52259636.1, -0.6, -0.3]   [96981979.2, -0.5, -0.1]    [24027750.4, -0.1, 0.3]
2020-08-03   [110296506.5, 0.7, -0.7]    [54200115.1, 0.2, -1.0]    [70818153.7, -0.3, 0.1]    [37370837.6, -0.2, 0.1]
2020-08-04   [134833519.1, 0.5, -0.9]    [42675945.4, 0.4, -0.6]    [60385195.9, -0.2, 0.2]   [46327558.2, -0.3, -0.1]
2020-08-05   [108536189.3, 0.5, -0.6]    [30226842.6, 0.3, -0.2]     [32994449.2, 0.1, 0.2]   [61138085.2, -0.4, -0.5]
2020-08-06   [106348517.4, 0.6, -0.6]    [33953609.3, 0.3, -0.2]     [39455547.4, 0.4, 0.0]   [56633441.9, -0.3, -0.5]
2020-08-07   [101100107.1, 0.6, -0.6]    [38620770.8, 0.3, -0.2]    [59621885.2, 1.2, -1.1]   [59451714.2, -0.2, -0.6]
2020-08-10    [94236209.4, 0.6, -0.5]    [40497050.2, 0.2, -0.3]    [80041056.3, 1.2, -1.5]   [53248392.0, -0.2, -0.5]
2020-08-11    [93906875.7, 0.5, -0.5]    [50182266.6, 0.3, -0.5]     [45245099.4, 0.3, 0.2]   [42270186.5, -0.1, -0.2]
2020-08-12    [60052648.0, 0.7, -0.4]    [45438304.2, 0.3, -0.4]     [52137834.3, 0.4, 0.1]     [17478401.0, 0.4, 0.2]
2020-08-13     [41725864.4, 0.2, 0.2]     [15320271.2, 0.4, 0.0]    [77270313.2, 0.2, -0.1]    [40973858.4, 0.0, -0.1]
2020-08-14     [49677295.3, 0.0, 0.3]    [10750492.2, 0.7, -0.1]   [110123927.0, 0.2, -0.4]    [48085211.6, 0.1, -0.4]
2020-08-17     [27732532.1, 0.3, 0.3]      [7193546.4, 0.7, 0.1]   [121612318.7, 0.2, -0.5]    [47231088.4, 0.4, -0.7]
2020-08-18      [3010305.6, 0.5, 0.4]    [13911835.2, 0.8, -0.3]    [70649916.8, 0.4, -0.3]    [24992761.9, 0.7, -0.4]
2020-08-19   [121668670.9, 0.2, -0.9]    [32319489.4, 0.4, -0.5]     [34276021.6, 0.3, 0.1]    [10761504.5, 0.8, -0.2]
2020-08-20  [142974536.7, -0.0, -1.0]    [41982673.4, 0.1, -0.5]     [27320291.8, 0.5, 0.1]    [19967067.6, 0.8, -0.4]
2020-08-21    [92484365.3, 0.1, -0.4]     [22037970.8, 0.2, 0.1]    [27826245.1, 0.8, -0.3]    [11485834.6, 0.6, -0.1]
2020-08-24    [90867137.1, 0.1, -0.4]     [26096959.5, 0.1, 0.1]     [30494780.1, 0.2, 0.1]     [12222017.3, 0.3, 0.1]
2020-08-25    [97825058.3, 0.1, -0.5]    [29188960.6, 0.1, -0.1]    [88960279.1, -0.9, 0.1]    [35985537.5, -0.5, 0.0]
2020-08-26    [98111804.1, 0.1, -0.4]   [46182677.9, -0.1, -0.3]   [91401976.4, -0.1, -0.6]   [47431184.6, -0.3, -0.6]
2020-08-27     [79983186.0, 0.1, 0.0]    [19984082.8, 1.6, -1.0]    [72911456.8, 0.0, -0.4]    [28296507.5, -0.1, 0.1]
2020-08-28  [118226469.6, -0.2, -0.1]    [78821155.0, 0.6, -1.8]   [72473673.4, -0.2, -0.0]     [24196438.4, 0.1, 0.1]
2020-08-31  [123310441.2, -0.1, -0.3]    [45922070.9, 0.2, -0.4]   [83861133.5, -0.2, -0.1]     [24008140.5, 0.1, 0.2]
2020-09-01  [125084492.5, -0.0, -0.4]    [49051158.5, 0.2, -0.4]   [97598412.8, -0.3, -0.2]     [28759019.1, 0.0, 0.1]
2020-09-02   [98536532.1, -0.0, -0.1]    [47500493.9, 0.2, -0.4]  [119560299.5, -0.4, -0.4]    [39502906.2, 0.1, -0.3]
2020-09-03  [102909872.0, -0.1, -0.1]    [54262563.7, 0.2, -0.4]  [142488489.1, -0.6, -0.5]   [41767118.7, -0.0, -0.2]
2020-09-04  [151895714.2, -0.2, -0.5]    [63062424.9, 0.1, -0.5]  [144031452.0, -0.6, -0.5]   [49513623.9, -0.1, -0.3]
2020-09-08   [103696881.2, 0.6, -0.6]    [65572882.8, 0.1, -0.5]  [143631795.9, -0.7, -0.4]    [53924782.9, 0.1, -0.7]
2020-09-09    [81521121.1, 0.7, -0.5]    [46238788.4, 0.2, -0.2]  [132760299.9, -0.6, -0.3]    [48460556.7, 0.3, -0.6]
2020-09-10    [76839022.9, 0.8, -0.5]    [30252860.6, 0.6, -0.3]  [108566216.6, -0.4, -0.3]    [46531417.0, 0.3, -0.6]
2020-09-11    [79873495.7, 0.7, -0.4]    [29531001.8, 0.7, -0.4]  [108467715.2, -0.3, -0.3]    [46846256.5, 0.2, -0.6]
2020-09-14    [79432929.0, 0.7, -0.4]    [23566867.0, 0.8, -0.4]   [78697374.8, -0.1, -0.1]    [40511928.5, 0.2, -0.5]
2020-09-15   [109445978.0, 0.7, -0.6]    [25303700.5, 0.9, -0.5]      [8148730.9, 0.5, 0.4]    [36697923.7, 0.3, -0.4]
2020-09-16   [118077999.8, 0.6, -0.6]     [9151715.3, 1.0, -0.2]      [2761437.0, 0.5, 0.4]    [39856057.2, 0.2, -0.4]
2020-09-17    [58927033.2, 0.8, -0.4]      [4780629.4, 0.6, 0.2]    [41447887.8, 0.4, -0.1]    [19756308.1, 0.4, -0.2]
2020-09-18    [78629872.2, 0.5, -0.2]     [15613349.0, 0.3, 0.2]     [37703543.3, 0.2, 0.1]     [23350276.0, 0.0, 0.0]
2020-09-21     [2743634.2, 1.8, -0.7]    [32074121.9, 1.1, -0.9]    [46801172.9, 0.2, -0.1]   [42969382.7, -0.5, -0.2]
2020-09-22   [169638831.2, 1.0, -1.6]    [30052044.6, 0.9, -0.7]    [60623996.0, 0.0, -0.2]   [51380274.8, -0.4, -0.6]
2020-09-23    [66726776.3, 0.5, -0.1]    [38974600.7, 1.1, -1.2]   [73098468.9, -0.2, -0.2]   [49525989.4, -0.2, -0.7]
2020-09-24    [74445396.7, 0.5, -0.1]    [35165613.0, 0.7, -0.6]   [68951710.8, -0.1, -0.2]   [48169013.0, -0.1, -0.7]
2020-09-25    [83426712.4, 0.4, -0.1]    [32885559.2, 0.7, -0.6]   [65955833.1, -0.2, -0.1]   [40162997.5, -0.0, -0.5]
2020-09-28    [96999275.9, 0.3, -0.1]    [33754331.6, 0.7, -0.6]   [76256114.1, -0.3, -0.2]   [58231505.4, -0.3, -0.9]
2020-09-29   [102076166.1, 0.4, -0.2]    [38725262.1, 0.7, -0.6]    [54911560.6, -0.1, 0.0]   [64234968.1, -0.1, -1.2]
2020-09-30     [34475551.6, 0.6, 0.0]    [30323407.0, 0.5, -0.4]    [58681080.7, -0.2, 0.0]   [55452984.8, -0.1, -0.8]
2020-10-01     [20014801.4, 0.2, 0.5]    [23129749.4, 0.3, -0.0]    [59210546.4, -0.3, 0.1]   [59454212.2, -0.3, -0.8]
2020-10-02     [34739512.1, 0.3, 0.3]    [34701150.5, -0.2, 0.1]    [61336744.7, -0.3, 0.1]   [54270759.0, -0.4, -0.6]
2020-10-05    [57633892.9, 0.4, -0.0]   [54362237.5, -0.7, -0.1]    [-23151564.4, 0.3, 1.3]   [54145985.6, -0.4, -0.6]
2020-10-06     [73816096.4, 0.1, 0.1]   [89652983.3, -1.1, -0.9]    [-7929985.7, -0.2, 1.6]   [45716360.1, -0.3, -0.4]
2020-10-07  [111630522.7, -0.1, -0.1]   [54455933.8, -0.5, -0.4]    [42377837.8, -0.2, 0.6]   [49474069.4, -0.3, -0.5]
2020-10-08  [120162520.7, -0.2, -0.1]   [55688335.8, -0.5, -0.4]    [55239582.7, -0.3, 0.5]   [35238533.4, -0.2, -0.2]
2020-10-09  [121519106.2, -0.2, -0.2]   [51579049.3, -0.5, -0.3]    [57868391.2, -0.3, 0.5]   [43966736.1, -0.6, -0.2]
2020-10-12  [132374805.1, -0.3, -0.2]   [45922247.4, -0.3, -0.3]    [75103589.6, -0.4, 0.4]   [38670643.6, -0.5, -0.1]
2020-10-13  [215470308.8, -0.2, -1.1]   [57327041.6, -0.1, -0.8]  [118690818.9, -0.6, -0.0]   [29573973.6, -0.3, -0.1]
2020-10-14   [191439954.4, 0.2, -1.2]    [53850791.6, 0.0, -0.9]  [112422098.4, -0.5, -0.1]   [40277223.3, -0.8, -0.1]
2020-10-15   [100447722.1, 0.2, -0.2]    [29081294.9, 0.1, -0.0]     [24347471.0, 0.1, 0.5]   [57708632.7, -1.1, -0.7]
2020-10-16   [101594099.3, 0.3, -0.2]    [31165694.2, -0.0, 0.1]     [-2535820.2, 0.3, 0.6]   [55966911.0, -1.0, -0.6]
2020-10-19    [99703506.2, 0.3, -0.2]   [41198152.1, -0.2, -0.1]      [4439431.4, 0.3, 0.5]   [35369076.0, -0.5, -0.2]
2020-10-20   [119397756.3, 0.2, -0.3]   [40494772.1, -0.2, -0.1]     [19619106.0, 0.2, 0.4]    [18323409.9, -0.1, 0.1]
2020-10-21   [149629371.6, 0.1, -0.4]   [54502217.5, -0.2, -0.4]    [33926626.5, 0.2, -0.0]     [10500683.7, 0.0, 0.4]
2020-10-22  [174793143.7, -0.1, -0.4]   [51835619.2, -0.1, -0.3]    [47814492.3, -0.2, 0.1]      [2869446.5, 0.1, 0.6]
2020-10-23     [41027462.3, 0.3, 0.2]   [45777747.2, -0.0, -0.2]    [62415193.2, -0.4, 0.1]      [4623434.4, 0.1, 0.6]
2020-10-26      [7695840.5, 0.6, 0.3]    [45694300.3, 0.2, -0.4]    [34461197.4, 0.5, -0.2]    [12309321.2, 0.3, -0.0]
2020-10-27     [72486844.6, 0.1, 0.2]    [49588480.1, 0.3, -0.7]    [23835297.1, 0.7, -0.1]     [5303989.0, 1.0, -0.2]
2020-10-28    [70617169.1, -0.0, 0.3]    [42879645.1, 0.2, -0.5]    [31426069.8, 0.6, -0.1]    [22367899.6, 0.5, -0.9]
2020-10-29    [90857963.5, -0.1, 0.2]    [45883207.5, 0.1, -0.4]    [40860087.6, 0.5, -0.1]    [13203666.7, -0.0, 0.3]
2020-10-30  [103593250.7, -0.0, -0.0]    [48837791.0, 0.1, -0.4]    [41011296.9, 0.5, -0.1]    [14113089.2, -0.0, 0.3]
2020-11-02    [-47705519.9, 0.8, 0.8]    [35372111.4, 0.4, -0.3]    [52824395.6, 0.5, -0.3]     [7287617.1, -0.0, 0.9]
2020-11-03     [10708409.2, 0.4, 0.6]    [39634873.3, 0.2, -0.2]    [51860787.0, 0.4, -0.2]    [11180722.5, -0.0, 0.7]
2020-11-04    [74211423.5, 0.5, -0.1]    [38697352.5, 0.3, -0.2]    [10012134.7, 0.9, -0.1]   [32007887.8, -0.3, -0.1]
2020-11-05     [99983086.4, 0.2, 0.0]    [44558634.5, 0.1, -0.0]      [9417018.7, 0.3, 0.4]   [31033721.5, -0.2, -0.2]
2020-11-06     [94560502.7, 0.2, 0.1]   [51004178.5, -0.0, -0.0]    [27534387.8, -0.0, 0.4]    [21817794.5, -0.0, 0.0]
2020-11-09   [141254577.4, 0.3, -0.4]   [68260665.2, -0.1, -0.3]    [36068800.3, -0.3, 0.5]     [16953101.5, 0.1, 0.1]
2020-11-10   [173305110.6, 0.0, -0.4]   [78884721.3, -0.2, -0.4]   [176064315.3, -4.6, 2.2]   [42091810.7, -0.4, -0.2]
2020-11-11  [187932995.9, -0.0, -0.4]   [98577286.8, -0.4, -0.6]    [-80304166.7, 0.4, 2.7]    [40826981.1, 0.0, -0.5]
2020-11-12  [182990005.3, -0.1, -0.4]   [72111754.8, -0.2, -0.3]    [68179405.1, 0.2, -0.0]    [29442288.8, 0.1, -0.1]
2020-11-13  [194716783.0, -0.2, -0.5]   [65049551.2, -0.2, -0.3]    [77627088.8, 0.2, -0.1]    [29984178.6, 0.1, -0.2]
2020-11-16    [88766261.1, 0.2, -0.0]    [43246070.4, 0.0, -0.1]    [84765695.8, 0.1, -0.1]    [29500978.3, 0.1, -0.1]
2020-11-17    [69416774.5, 0.5, -0.2]    [28939503.2, 0.2, -0.1]   [104813841.4, 0.1, -0.2]    [36121827.5, 0.0, -0.1]
2020-11-18    [45464783.5, 0.5, -0.0]    [21417499.9, 0.4, -0.1]  [117008226.2, -0.0, -0.2]   [44538724.5, -0.1, -0.2]
2020-11-19     [22381619.7, 0.6, 0.1]    [18781524.9, 0.5, -0.1]  [151545617.9, -0.2, -0.3]   [63680331.9, -0.4, -0.3]
2020-11-20    [27567470.4, 0.8, -0.2]    [19590594.4, 0.5, -0.2]    [62311687.2, 0.2, -0.0]   [38836273.7, -0.0, -0.0]
2020-11-23     [43134950.3, 0.0, 0.3]    [33886075.5, 0.0, -0.2]    [91497418.4, -0.4, 0.2]   [40240792.8, -0.0, -0.1]
2020-11-24    [35772738.9, 0.5, -0.0]    [18990892.1, 0.6, -0.2]  [146087453.6, -0.8, -0.1]     [33997878.2, 0.0, 0.0]
2020-11-25    [70221168.9, 0.3, -0.3]    [25299003.2, 0.7, -0.5]  [162706623.2, -0.4, -0.6]    [37980190.5, -0.1, 0.1]
2020-11-27    [65064136.2, 0.2, -0.1]    [25591584.5, 0.7, -0.6]   [100086393.4, 0.1, -0.2]   [46208721.0, -0.2, -0.0]
2020-11-30    [76386316.3, 0.1, -0.2]    [26809924.2, 0.8, -0.7]    [99145394.3, 0.1, -0.3]   [38273959.4, -0.0, -0.0]
2020-12-01   [89573746.1, -0.2, -0.1]    [34107463.9, 0.7, -0.8]   [116393703.7, 0.2, -0.4]     [31379543.2, 0.1, 0.0]
2020-12-02  [100660047.8, -0.1, -0.3]    [34593691.6, 0.5, -0.6]   [102894808.8, 0.2, -0.4]     [19489631.0, 0.2, 0.0]
2020-12-03  [118706187.1, -0.2, -0.4]    [39868263.4, 0.4, -0.7]   [116653896.6, 0.3, -0.6]     [14730438.2, 0.4, 0.0]
2020-12-04  [146867541.2, -0.3, -0.7]    [31049772.8, 0.5, -0.6]   [154836306.7, 0.1, -0.6]    [32771008.7, 0.2, -0.3]
2020-12-07   [94176525.6, -0.0, -0.3]    [30888212.1, 0.4, -0.5]  [180359197.9, -0.0, -0.7]    [35218246.6, 0.2, -0.4]
2020-12-08    [73830804.3, 0.1, -0.2]    [40369234.2, 0.1, -0.6]     [93468373.8, 0.1, 0.1]    [34622790.4, 0.1, -0.4]
2020-12-09    [88611280.4, 0.0, -0.4]    [43430807.1, 0.1, -0.7]     [97993094.2, 0.1, 0.0]    [36517597.3, 0.0, -0.4]
2020-12-10    [85642732.5, 0.2, -0.4]   [46490568.7, -0.1, -0.6]    [77123953.8, -0.0, 0.4]    [36224136.0, 0.1, -0.4]
2020-12-11    [78073339.6, 0.4, -0.6]    [34100063.9, 0.1, -0.4]    [92435487.2, -0.2, 0.4]   [40703597.6, -0.1, -0.3]
2020-12-14    [73659393.9, 0.1, -0.3]   [36100210.3, -0.2, -0.2]   [116903845.0, -0.2, 0.2]   [54589749.0, -0.2, -0.7]
2020-12-15    [85468400.8, 0.1, -0.4]   [61173755.8, -0.8, -0.5]   [151619891.6, -0.4, 0.1]   [57148982.8, -0.2, -0.7]
2020-12-16    [92090770.7, 0.0, -0.4]   [50684481.4, -0.4, -0.5]    [-11627966.2, 0.3, 0.7]   [46323098.1, -0.1, -0.5]
2020-12-17    [64016673.2, -0.1, 0.2]   [31141160.0, -0.1, -0.0]    [-23503716.2, 0.1, 0.9]   [45348817.3, -0.2, -0.4]
2020-12-18    [88951247.0, -0.2, 0.0]     [24253713.9, 0.1, 0.1]    [-34295538.8, 0.2, 0.9]   [45826231.5, -0.1, -0.6]
2020-12-21    [61804282.2, -0.4, 0.7]    [-62993789.6, 2.0, 1.6]      [4406274.5, 0.1, 0.7]    [34604018.2, 0.2, -0.5]
2020-12-22     [2630048.8, -0.0, 1.1]    [-1627770.4, -0.1, 1.4]     [45944876.5, 0.2, 0.2]    [25056763.1, 0.2, -0.3]
2020-12-23  [115687372.8, -0.2, -0.3]    [45784050.6, 0.1, -0.4]     [37704043.1, 0.3, 0.2]    [24058888.8, 0.2, -0.3]
2020-12-24    [82370857.4, 0.1, -0.2]    [45238109.8, 0.1, -0.4]    [61812998.8, 0.5, -0.4]    [30578202.2, 0.2, -0.6]
2020-12-28     [16839201.2, 0.4, 0.2]    [29826897.9, 0.3, -0.2]    [44116453.2, 0.7, -0.4]    [27470119.0, 0.4, -0.7]
2020-12-29    [80514697.7, 0.1, -0.2]    [30884500.2, 0.3, -0.2]    [98808949.4, 0.4, -0.9]    [26004126.7, 0.3, -0.6]
2020-12-30    [82644316.8, 0.2, -0.3]    [27315845.4, 0.3, -0.1]    [59208800.2, 0.3, -0.3]    [17210499.7, 0.3, -0.2]
**************************************************************************************************
Printing values of coeff: A,B and C in AR(2) 30-day rolling model
**************************************************************************************************
                  AMZN_30_2020_Coeff        GOOG_30_2020_Coeff         AAL_30_2020_Coeff        NCLH_30_2020_Coeff
Date                                                                                                              
2020-02-14   [62841182.3, 0.4, -0.1]   [19779029.5, 0.7, -0.3]     [3861182.7, 0.2, 0.4]     [1295040.2, 0.3, 0.1]
2020-02-18   [60944329.6, 0.4, -0.1]   [18616016.2, 0.7, -0.3]     [3741506.0, 0.3, 0.4]     [1195757.2, 0.3, 0.1]
2020-02-19   [59794337.5, 0.4, -0.1]   [17840423.7, 0.7, -0.3]     [4131566.9, 0.2, 0.4]     [1197063.1, 0.3, 0.1]
2020-02-20   [58076983.2, 0.4, -0.1]   [16628307.9, 0.7, -0.2]     [3752652.9, 0.2, 0.4]     [1206848.8, 0.3, 0.1]
2020-02-21   [57949595.8, 0.4, -0.1]   [16260438.4, 0.7, -0.2]     [3913307.1, 0.2, 0.4]     [1218953.7, 0.3, 0.2]
2020-02-24   [60291690.7, 0.4, -0.1]   [16918691.8, 0.7, -0.3]     [4152750.7, 0.2, 0.4]     [1036405.9, 0.5, 0.1]
2020-02-25   [63528785.8, 0.4, -0.2]   [18528918.1, 0.8, -0.3]     [4849677.7, 0.2, 0.4]      [182118.4, 0.5, 0.5]
2020-02-26   [64022065.0, 0.4, -0.2]   [18766219.8, 0.8, -0.3]     [4101861.3, 0.4, 0.3]      [224667.1, 0.5, 0.5]
2020-02-27   [65858515.5, 0.4, -0.2]   [18448795.3, 0.8, -0.3]     [4507377.2, 0.4, 0.3]      [-75995.1, 0.5, 0.6]
2020-02-28   [67182945.7, 0.4, -0.1]   [17630943.6, 0.8, -0.2]     [2999412.5, 0.4, 0.5]     [-469860.9, 0.7, 0.6]
2020-03-02   [64424493.6, 0.5, -0.1]   [13408037.7, 0.9, -0.3]      [966124.6, 0.6, 0.4]      [-65262.7, 0.6, 0.6]
2020-03-03   [66109249.4, 0.5, -0.1]   [16860421.7, 0.9, -0.3]     [-324741.9, 0.6, 0.5]      [411376.4, 0.7, 0.2]
2020-03-04   [64629551.3, 0.5, -0.1]   [15308185.2, 0.8, -0.2]     [1067895.9, 0.6, 0.4]      [496671.1, 0.8, 0.1]
2020-03-05   [69021966.3, 0.4, -0.1]   [15733454.7, 0.8, -0.2]     [-262099.2, 0.7, 0.4]      [569652.3, 0.8, 0.1]
2020-03-06   [70076427.8, 0.4, -0.1]   [15398315.7, 0.8, -0.2]      [-78814.3, 0.8, 0.3]      [501149.2, 0.9, 0.1]
2020-03-09   [73355083.3, 0.4, -0.1]   [15683561.6, 0.8, -0.2]     [-764542.9, 0.8, 0.3]      [283666.8, 1.0, 0.0]
2020-03-10   [79301035.3, 0.4, -0.1]   [15203036.5, 0.8, -0.2]      [780782.3, 0.7, 0.4]      [453854.6, 1.0, 0.0]
2020-03-11   [85550113.1, 0.4, -0.2]   [16940474.1, 0.8, -0.2]      [646031.3, 0.5, 0.6]     [-369949.7, 0.9, 0.4]
2020-03-12   [80220512.4, 0.4, -0.1]   [16746167.9, 0.8, -0.1]     [1332857.7, 0.3, 0.7]     [-451006.7, 0.8, 0.5]
2020-03-13    [62638647.6, 0.3, 0.1]   [13714818.6, 0.8, -0.1]     [1489302.5, 0.4, 0.7]     [-712644.4, 0.7, 0.6]
2020-03-16    [39395391.1, 0.6, 0.0]   [12970749.5, 0.7, -0.0]     [1511381.9, 0.4, 0.6]    [-1434859.9, 1.0, 0.5]
2020-03-17    [31107202.1, 0.6, 0.2]    [10437617.1, 0.7, 0.1]      [126972.3, 0.5, 0.7]     [-218645.9, 0.5, 0.8]
2020-03-18    [25315524.6, 0.6, 0.2]     [7646694.4, 0.8, 0.0]     [1725944.6, 0.2, 0.9]    [1569510.4, 1.2, -0.3]
2020-03-19    [28770816.0, 0.6, 0.2]     [6030056.5, 0.7, 0.2]     [2665489.3, 0.3, 0.7]    [1636076.4, 1.1, -0.2]
2020-03-20    [24091932.9, 0.6, 0.3]     [8104955.0, 0.7, 0.2]     [3027461.9, 0.3, 0.7]    [1740540.7, 1.1, -0.2]
2020-03-23    [23996730.3, 0.6, 0.3]     [8591347.8, 0.7, 0.2]     [3793300.9, 0.3, 0.6]    [2005945.2, 1.0, -0.0]
2020-03-24    [27409722.0, 0.6, 0.2]     [8778980.3, 0.7, 0.2]     [4760731.0, 0.4, 0.6]    [2180444.3, 0.9, -0.0]
2020-03-25    [32411223.0, 0.6, 0.2]    [10901066.8, 0.6, 0.2]     [4876613.8, 0.3, 0.7]     [1960840.7, 0.9, 0.0]
2020-03-26    [36430144.0, 0.6, 0.2]    [12539633.0, 0.6, 0.3]     [4133985.7, 0.5, 0.6]     [2064968.2, 1.0, 0.0]
2020-03-27    [42099437.9, 0.5, 0.2]    [13983332.7, 0.5, 0.3]     [7818913.2, 0.5, 0.4]     [2060526.5, 0.9, 0.0]
2020-03-30    [45873046.3, 0.5, 0.2]    [16874741.5, 0.5, 0.2]    [10488004.3, 0.5, 0.3]     [2790051.5, 0.9, 0.0]
2020-03-31    [55408400.6, 0.5, 0.1]    [21412403.4, 0.5, 0.2]    [11942296.3, 0.6, 0.2]    [3574644.5, 1.0, -0.1]
2020-04-01    [60782131.0, 0.5, 0.1]    [25759034.7, 0.5, 0.1]    [13330108.2, 0.6, 0.2]    [3514944.5, 1.0, -0.1]
2020-04-02    [54767716.8, 0.5, 0.1]    [26197560.2, 0.5, 0.1]    [15746665.8, 0.5, 0.2]    [3967283.0, 0.9, -0.1]
2020-04-03    [41705200.5, 0.5, 0.2]    [16521820.8, 0.5, 0.2]    [16609728.5, 0.5, 0.2]    [4107289.6, 0.9, -0.1]
2020-04-06    [33986778.0, 0.5, 0.2]    [17496615.3, 0.5, 0.2]    [18361036.1, 0.6, 0.1]    [4599919.1, 0.9, -0.1]
2020-04-07    [42426527.1, 0.5, 0.2]    [20084135.8, 0.5, 0.2]    [20320681.3, 0.6, 0.1]     [5222708.5, 0.8, 0.0]
2020-04-08    [34175378.3, 0.5, 0.2]    [16654157.6, 0.5, 0.2]    [11194853.0, 0.7, 0.1]    [5165577.5, 1.0, -0.1]
2020-04-09    [26361078.8, 0.5, 0.3]    [11007351.2, 0.5, 0.3]    [22101388.6, 0.5, 0.2]    [8128817.7, 0.7, -0.0]
2020-04-13    [23527398.3, 0.5, 0.3]    [10185313.0, 0.6, 0.2]    [18302752.9, 0.4, 0.4]     [8516349.9, 0.5, 0.3]
2020-04-14    [30891552.9, 0.5, 0.2]     [7735777.7, 0.5, 0.3]    [23797733.3, 0.3, 0.4]    [10413730.3, 0.4, 0.3]
2020-04-15    [35036826.7, 0.6, 0.2]    [11669338.7, 0.5, 0.3]    [27225259.7, 0.3, 0.3]    [12160890.8, 0.4, 0.3]
2020-04-16    [36721999.2, 0.5, 0.2]     [7580213.4, 0.5, 0.4]    [30636760.7, 0.3, 0.3]    [14250987.2, 0.3, 0.3]
2020-04-17    [37231482.3, 0.5, 0.3]     [7942498.9, 0.4, 0.4]    [31982337.5, 0.3, 0.3]    [15319721.5, 0.3, 0.2]
2020-04-20    [33771706.1, 0.4, 0.4]     [5350824.6, 0.4, 0.5]    [40347726.3, 0.3, 0.2]    [17834465.4, 0.3, 0.2]
2020-04-21    [42742222.4, 0.5, 0.2]     [3716731.0, 0.5, 0.4]    [40728043.5, 0.3, 0.1]    [18044618.7, 0.3, 0.2]
2020-04-22    [44081084.0, 0.5, 0.2]     [5084960.3, 0.4, 0.5]    [42633415.4, 0.3, 0.1]    [18358613.0, 0.3, 0.1]
2020-04-23    [32635136.1, 0.5, 0.2]     [2872294.5, 0.5, 0.5]    [46585128.1, 0.3, 0.1]    [16101466.3, 0.3, 0.2]
2020-04-24    [31830837.2, 0.5, 0.2]     [1779005.8, 0.4, 0.6]    [46115337.3, 0.3, 0.1]    [13234722.4, 0.4, 0.2]
2020-04-27    [28067682.7, 0.5, 0.3]     [2434180.6, 0.4, 0.5]    [42593740.7, 0.3, 0.1]    [12590475.9, 0.4, 0.2]
2020-04-28    [36084063.9, 0.5, 0.2]     [3075021.6, 0.4, 0.5]    [43398733.4, 0.3, 0.1]    [12365144.0, 0.3, 0.3]
2020-04-29    [38737950.6, 0.4, 0.2]     [9641558.4, 0.3, 0.4]    [47081492.2, 0.3, 0.1]    [13838115.9, 0.3, 0.3]
2020-04-30    [44626351.8, 0.4, 0.2]    [11322642.5, 0.6, 0.2]    [45768428.5, 0.4, 0.1]    [16245312.0, 0.4, 0.2]
2020-05-01    [63090362.3, 0.3, 0.2]    [13507859.6, 0.5, 0.2]    [46321184.9, 0.4, 0.1]    [14177009.9, 0.5, 0.2]
2020-05-04    [59204406.1, 0.4, 0.1]    [17665561.3, 0.6, 0.1]    [46749939.6, 0.3, 0.1]    [16590633.6, 0.4, 0.1]
2020-05-05   [75440358.8, 0.4, -0.0]    [16762368.7, 0.6, 0.0]    [38676256.8, 0.4, 0.1]    [14939311.1, 0.5, 0.1]
2020-05-06   [78821461.8, 0.4, -0.1]   [22592617.0, 0.6, -0.1]    [40762258.3, 0.4, 0.1]    [11817010.8, 0.4, 0.3]
2020-05-07   [72824338.9, 0.5, -0.1]   [21959290.7, 0.6, -0.1]    [42415274.1, 0.4, 0.1]     [7841332.5, 0.7, 0.2]
2020-05-08   [66738024.3, 0.5, -0.1]   [24578278.1, 0.6, -0.1]    [41848820.3, 0.4, 0.1]   [18182708.5, 0.7, -0.1]
2020-05-11   [60255386.6, 0.5, -0.1]   [22305802.8, 0.6, -0.1]    [42758715.2, 0.4, 0.1]   [17323058.1, 0.7, -0.0]
2020-05-12   [56510222.2, 0.5, -0.0]   [21752993.6, 0.6, -0.1]    [44057689.3, 0.4, 0.1]   [18251951.9, 0.6, -0.0]
2020-05-13   [52843123.5, 0.5, -0.0]   [20348043.7, 0.6, -0.1]    [41657445.4, 0.4, 0.1]   [18647887.7, 0.6, -0.1]
2020-05-14   [55271476.7, 0.5, -0.0]   [20593929.0, 0.6, -0.1]    [43287721.9, 0.4, 0.1]   [19641263.4, 0.6, -0.1]
2020-05-15   [54338285.7, 0.5, -0.0]   [19613363.6, 0.6, -0.1]    [40764493.9, 0.4, 0.1]   [21141808.1, 0.6, -0.1]
2020-05-18   [50809736.8, 0.5, -0.0]   [19580394.0, 0.6, -0.1]    [35921156.4, 0.4, 0.2]   [20591970.3, 0.6, -0.1]
2020-05-19   [50597926.0, 0.5, -0.0]   [19784805.8, 0.6, -0.1]    [39548206.8, 0.3, 0.2]    [20783563.4, 0.6, 0.0]
2020-05-20   [50526299.9, 0.5, -0.0]   [18408798.5, 0.6, -0.1]    [35341066.3, 0.4, 0.2]    [22051309.9, 0.6, 0.0]
2020-05-21    [49007105.1, 0.5, 0.0]   [18985494.1, 0.6, -0.1]    [38593356.1, 0.4, 0.0]    [21240806.4, 0.6, 0.0]
2020-05-22    [46777553.5, 0.5, 0.0]   [17659613.9, 0.6, -0.0]    [33759352.5, 0.5, 0.0]    [22432421.0, 0.6, 0.0]
2020-05-26    [42277496.8, 0.5, 0.1]   [16806101.7, 0.6, -0.1]    [28812760.8, 0.5, 0.1]    [22686157.8, 0.6, 0.0]
2020-05-27    [41884286.9, 0.5, 0.1]   [18240000.7, 0.7, -0.1]    [36805463.8, 0.5, 0.0]    [24477730.6, 0.6, 0.0]
2020-05-28   [53379608.2, 0.5, -0.1]   [18171832.1, 0.7, -0.2]   [35730121.8, 0.6, -0.1]    [25994206.3, 0.6, 0.0]
2020-05-29   [50744415.9, 0.5, -0.0]   [17889791.9, 0.7, -0.2]   [35583226.2, 0.5, -0.0]    [27937275.1, 0.6, 0.0]
2020-06-01   [49030972.4, 0.5, -0.0]   [17923920.7, 0.7, -0.2]   [36274133.6, 0.5, -0.1]    [29723354.9, 0.5, 0.0]
2020-06-02   [52616517.9, 0.5, -0.1]   [17079897.6, 0.8, -0.2]   [36770126.8, 0.6, -0.1]   [32645233.0, 0.5, -0.0]
2020-06-03   [45438448.6, 0.6, -0.1]   [16996192.7, 0.8, -0.2]   [32972895.2, 0.6, -0.1]   [36587120.8, 0.5, -0.0]
2020-06-04   [44853643.5, 0.6, -0.2]   [15775260.1, 0.8, -0.2]   [39206630.3, 0.6, -0.1]   [41215049.2, 0.5, -0.1]
2020-06-05   [43379437.1, 0.6, -0.2]   [15809143.8, 0.8, -0.2]   [55603999.5, 1.3, -0.9]   [47568050.9, 0.4, -0.1]
2020-06-08   [41680766.8, 0.7, -0.2]   [16140136.4, 0.8, -0.2]   [65088046.7, 1.1, -0.9]   [52968255.9, 0.4, -0.1]
2020-06-09   [42093738.3, 0.7, -0.2]   [14107635.8, 0.8, -0.2]   [68184588.7, 1.1, -0.9]   [57541511.1, 0.4, -0.2]
2020-06-10   [43464076.0, 0.7, -0.2]    [17382223.8, 0.4, 0.1]   [52754920.8, 0.9, -0.4]   [58469091.1, 0.4, -0.2]
2020-06-11   [45267053.0, 0.7, -0.3]    [23261336.4, 0.1, 0.1]   [54172737.6, 0.9, -0.4]   [58179703.7, 0.4, -0.1]
2020-06-12   [57301455.8, 0.3, -0.1]   [29592577.8, 0.1, -0.0]   [53452621.8, 0.9, -0.4]   [59542516.9, 0.4, -0.1]
2020-06-15   [41713921.9, 0.5, -0.1]    [25147023.5, 0.2, 0.0]   [53469815.8, 0.9, -0.4]   [60744191.3, 0.4, -0.1]
2020-06-16    [34876258.6, 0.4, 0.1]   [27726237.2, 0.2, -0.1]   [54274188.0, 0.9, -0.4]   [40263928.0, 0.5, -0.0]
2020-06-17    [36198733.4, 0.4, 0.1]   [26706318.0, 0.2, -0.0]   [55180686.4, 0.9, -0.4]    [41069858.4, 0.4, 0.0]
2020-06-18    [35446052.6, 0.4, 0.1]   [27302568.6, 0.2, -0.0]   [55019481.1, 0.8, -0.4]    [32868047.2, 0.5, 0.1]
2020-06-19    [33427721.9, 0.5, 0.1]   [28977669.6, 0.1, -0.1]   [56154803.6, 0.8, -0.4]    [30598764.3, 0.5, 0.1]
2020-06-22    [49129849.2, 0.3, 0.1]   [31860570.3, 0.1, -0.1]   [58748629.9, 0.8, -0.4]    [33593976.1, 0.4, 0.2]
2020-06-23    [51311156.9, 0.2, 0.2]  [36767263.7, -0.0, -0.1]   [61129747.4, 0.8, -0.4]    [37488148.9, 0.3, 0.2]
2020-06-24    [46365721.9, 0.2, 0.2]   [36469495.3, 0.0, -0.1]   [65049661.5, 0.8, -0.4]    [35718207.0, 0.3, 0.2]
2020-06-25    [47677746.3, 0.2, 0.2]   [36933178.7, 0.0, -0.1]   [66965791.7, 0.8, -0.4]    [36300231.4, 0.3, 0.2]
2020-06-26    [49367696.7, 0.2, 0.1]  [36338899.7, -0.0, -0.1]   [70871626.8, 0.8, -0.4]    [38698799.6, 0.3, 0.2]
2020-06-29    [52973992.9, 0.1, 0.2]  [44104625.9, -0.3, -0.0]   [70714557.6, 0.8, -0.4]    [24097007.2, 0.5, 0.2]
2020-06-30    [52756307.0, 0.1, 0.2]  [38754144.3, -0.1, -0.0]   [75034357.0, 0.8, -0.4]    [23788062.7, 0.6, 0.1]
2020-07-01    [56681519.4, 0.1, 0.2]   [35193791.4, -0.1, 0.1]   [76360470.7, 0.8, -0.4]    [19008405.4, 0.6, 0.2]
2020-07-02    [58198492.8, 0.1, 0.2]   [36041372.0, -0.1, 0.0]   [81723349.3, 0.8, -0.4]    [18568699.4, 0.6, 0.2]
2020-07-06    [48848809.0, 0.3, 0.1]   [37117133.7, -0.1, 0.0]   [84263318.2, 0.7, -0.4]    [15634520.7, 0.6, 0.2]
2020-07-07    [37979634.3, 0.3, 0.2]   [36041728.4, -0.1, 0.1]   [82138226.8, 0.8, -0.4]    [12033970.8, 0.6, 0.2]
2020-07-08    [37000048.3, 0.3, 0.2]   [35711655.6, -0.1, 0.1]   [83705430.8, 0.8, -0.4]     [5404508.5, 0.6, 0.3]
2020-07-09    [38569530.6, 0.4, 0.2]   [34414999.9, -0.1, 0.1]   [84515312.4, 0.8, -0.4]     [5714436.6, 0.7, 0.2]
2020-07-10    [37287890.7, 0.4, 0.2]   [33207873.3, -0.0, 0.1]   [84296076.9, 0.8, -0.4]     [4704117.7, 0.7, 0.2]
2020-07-13    [39996522.9, 0.3, 0.2]   [34009556.8, -0.0, 0.1]   [87313982.0, 0.7, -0.4]     [7007348.3, 0.7, 0.2]
2020-07-14    [38561562.8, 0.3, 0.3]   [35271977.2, -0.1, 0.1]   [88251956.6, 0.7, -0.4]     [5879930.2, 0.6, 0.3]
2020-07-15    [38850951.4, 0.4, 0.3]   [37500995.3, -0.1, 0.0]   [85969610.6, 0.7, -0.4]     [3674951.3, 0.7, 0.3]
2020-07-16    [47298788.3, 0.3, 0.2]   [38774486.5, -0.1, 0.0]   [65979515.2, 0.7, -0.3]    [10845455.5, 0.6, 0.3]
2020-07-17    [49163505.6, 0.3, 0.2]   [38447276.8, -0.1, 0.0]    [77408976.3, 0.2, 0.0]    [11934738.5, 0.6, 0.2]
2020-07-20    [52150394.1, 0.3, 0.2]   [38384024.1, -0.1, 0.0]    [64722355.8, 0.4, 0.0]    [12733345.6, 0.5, 0.2]
2020-07-21    [47344242.4, 0.2, 0.3]   [38592206.2, -0.1, 0.0]    [43744821.1, 0.3, 0.2]    [11637839.3, 0.5, 0.3]
2020-07-22    [46354798.9, 0.3, 0.3]   [37973366.2, -0.1, 0.0]    [46793693.2, 0.4, 0.1]    [14724712.4, 0.6, 0.1]
2020-07-23    [53304725.2, 0.3, 0.2]   [33969388.5, -0.0, 0.1]    [39964937.3, 0.4, 0.1]    [16217759.3, 0.4, 0.2]
2020-07-24    [53781429.3, 0.2, 0.2]   [33222661.0, -0.0, 0.1]    [56796340.9, 0.4, 0.0]    [21460539.5, 0.4, 0.2]
2020-07-27    [54077683.0, 0.3, 0.2]   [32575171.1, -0.0, 0.1]    [53243985.4, 0.3, 0.1]    [17120533.8, 0.4, 0.2]
2020-07-28    [57783840.2, 0.2, 0.2]   [31839946.4, -0.0, 0.1]    [55642858.7, 0.3, 0.1]    [20056599.2, 0.4, 0.2]
2020-07-29    [62433495.2, 0.2, 0.2]   [32034459.3, -0.0, 0.1]    [49249587.1, 0.3, 0.1]    [20882828.8, 0.4, 0.1]
2020-07-30    [66445078.4, 0.2, 0.2]   [30950041.3, -0.0, 0.1]    [45603657.8, 0.3, 0.2]    [17941868.9, 0.4, 0.2]
2020-07-31    [66669738.1, 0.2, 0.2]   [28514031.8, -0.0, 0.1]    [38497525.2, 0.4, 0.2]    [18004781.3, 0.5, 0.1]
2020-08-03   [83699814.2, 0.3, -0.1]    [32761058.5, 0.0, 0.0]    [33593313.0, 0.4, 0.2]    [17407907.5, 0.4, 0.1]
2020-08-04   [91019082.2, 0.3, -0.1]    [28635711.2, 0.1, 0.1]    [34300309.9, 0.2, 0.3]    [17882273.3, 0.4, 0.1]
2020-08-05   [97730043.4, 0.2, -0.1]    [28872353.2, 0.1, 0.1]    [42127070.6, 0.1, 0.3]    [18238952.9, 0.4, 0.1]
2020-08-06  [104734174.0, 0.2, -0.2]    [29394934.8, 0.1, 0.1]    [50447156.9, 0.1, 0.3]    [17864321.1, 0.5, 0.1]
2020-08-07   [87887644.8, 0.3, -0.2]    [23943442.9, 0.2, 0.1]    [53870881.2, 0.2, 0.1]    [18146140.3, 0.5, 0.1]
2020-08-10   [87517488.0, 0.4, -0.2]    [20067266.7, 0.4, 0.0]    [67985235.4, 0.1, 0.0]    [17780213.7, 0.5, 0.1]
2020-08-11   [77713736.5, 0.5, -0.2]   [23126878.3, 0.5, -0.2]    [60953825.2, 0.0, 0.2]    [18287948.1, 0.4, 0.1]
2020-08-12   [64677626.3, 0.5, -0.1]   [22987350.3, 0.5, -0.2]    [60399646.7, 0.2, 0.1]    [19260673.0, 0.5, 0.1]
2020-08-13   [56564472.2, 0.5, -0.1]   [22772408.8, 0.5, -0.2]    [63549987.0, 0.1, 0.0]    [19451065.1, 0.5, 0.1]
2020-08-14   [52853799.9, 0.5, -0.1]   [22414116.2, 0.5, -0.2]   [67378837.4, 0.1, -0.0]    [19328695.7, 0.5, 0.0]
2020-08-17   [44268886.8, 0.6, -0.0]   [21939038.3, 0.5, -0.1]   [64219819.6, 0.2, -0.0]    [19059728.7, 0.5, 0.0]
2020-08-18   [39007153.5, 0.6, -0.0]   [22076867.0, 0.5, -0.1]   [61145823.7, 0.2, -0.0]    [17307008.9, 0.5, 0.0]
2020-08-19   [47319776.0, 0.6, -0.1]   [23538435.7, 0.4, -0.2]    [54975886.7, 0.2, 0.0]    [15638630.1, 0.5, 0.0]
2020-08-20   [44675743.0, 0.5, -0.0]   [22742176.6, 0.4, -0.1]    [54348694.7, 0.2, 0.0]    [15754066.9, 0.5, 0.0]
2020-08-21   [46980574.7, 0.6, -0.1]   [22571532.5, 0.4, -0.1]    [50111869.7, 0.2, 0.1]    [13888099.0, 0.5, 0.1]
2020-08-24   [48945461.3, 0.5, -0.1]   [22382549.0, 0.4, -0.1]    [46597627.3, 0.3, 0.1]    [12906325.4, 0.6, 0.1]
2020-08-25   [51334979.3, 0.5, -0.1]   [22229094.1, 0.4, -0.1]    [48074723.4, 0.3, 0.0]    [13117291.4, 0.6, 0.0]
2020-08-26   [55586001.7, 0.5, -0.1]   [23934209.8, 0.4, -0.1]    [47862845.3, 0.3, 0.0]    [14717729.5, 0.3, 0.3]
2020-08-27   [56737628.4, 0.5, -0.1]   [22593728.1, 0.7, -0.3]    [48897116.4, 0.3, 0.0]    [20128856.1, 0.2, 0.2]
2020-08-28   [64494853.3, 0.5, -0.2]   [29926899.4, 0.4, -0.3]    [51985697.3, 0.2, 0.0]    [22168871.0, 0.2, 0.2]
2020-08-31   [67375602.9, 0.5, -0.2]   [29198711.5, 0.4, -0.2]    [52112656.1, 0.2, 0.1]    [25386931.5, 0.2, 0.0]
2020-09-01   [67605823.6, 0.4, -0.2]   [31033755.3, 0.3, -0.2]    [54139240.9, 0.2, 0.0]    [24334460.8, 0.2, 0.1]
2020-09-02   [67694510.0, 0.5, -0.3]   [30939484.4, 0.3, -0.2]    [49632486.6, 0.2, 0.0]   [25662352.1, 0.2, -0.1]
2020-09-03   [68818110.7, 0.4, -0.3]   [32622873.8, 0.4, -0.2]   [48476618.9, 0.3, -0.0]   [23675017.2, 0.3, -0.1]
2020-09-04   [76304143.1, 0.4, -0.3]   [32478408.3, 0.4, -0.3]   [49669270.8, 0.3, -0.0]   [30337258.7, 0.3, -0.2]
2020-09-08   [66185234.2, 0.6, -0.4]   [31082953.5, 0.4, -0.2]   [49978532.3, 0.3, -0.0]   [29410850.7, 0.3, -0.2]
2020-09-09   [65617962.6, 0.6, -0.4]   [31032024.0, 0.5, -0.2]   [50683513.0, 0.3, -0.0]   [29069203.7, 0.3, -0.2]
2020-09-10   [54238274.1, 0.7, -0.3]   [31793467.2, 0.4, -0.2]   [53179055.8, 0.3, -0.0]   [29266772.9, 0.3, -0.2]
2020-09-11   [51944413.0, 0.6, -0.1]   [26813323.6, 0.4, -0.2]   [54824369.2, 0.2, -0.0]   [29888820.4, 0.3, -0.2]
2020-09-14   [46973525.4, 0.6, -0.2]   [25579187.9, 0.5, -0.2]   [56442662.2, 0.3, -0.1]   [27700485.7, 0.3, -0.2]
2020-09-15   [48469233.1, 0.6, -0.2]   [25641043.2, 0.5, -0.2]   [54250853.7, 0.3, -0.0]   [26674649.4, 0.3, -0.2]
2020-09-16   [48389654.4, 0.6, -0.2]   [24663961.3, 0.5, -0.2]    [44072780.8, 0.3, 0.0]   [26980719.9, 0.3, -0.2]
2020-09-17   [48873636.9, 0.6, -0.2]   [23860385.1, 0.5, -0.2]    [48940520.1, 0.2, 0.1]   [25801279.7, 0.3, -0.2]
2020-09-18   [51398352.9, 0.6, -0.2]   [24653189.2, 0.5, -0.2]    [42945326.1, 0.2, 0.1]   [25173390.6, 0.3, -0.2]
2020-09-21   [50021425.3, 0.8, -0.3]   [27218431.8, 0.6, -0.3]   [50138122.1, 0.3, -0.1]   [26235923.6, 0.3, -0.2]
2020-09-22   [56136046.7, 0.7, -0.3]   [27252909.4, 0.6, -0.3]   [57718251.7, 0.1, -0.0]   [27283512.4, 0.3, -0.2]
2020-09-23   [50784814.4, 0.6, -0.1]   [31062305.8, 0.5, -0.3]  [64432551.6, -0.0, -0.1]   [28212257.7, 0.2, -0.2]
2020-09-24   [54713693.9, 0.6, -0.1]   [32180783.5, 0.5, -0.3]   [58766255.2, 0.0, -0.0]   [27501933.6, 0.2, -0.2]
2020-09-25   [59064074.6, 0.6, -0.1]   [32716939.7, 0.5, -0.3]    [56293038.3, 0.0, 0.0]   [26734804.0, 0.2, -0.2]
2020-09-28   [65588616.8, 0.5, -0.2]   [32946421.5, 0.5, -0.3]    [54333623.5, 0.0, 0.0]   [30199047.7, 0.2, -0.2]
2020-09-29   [58808714.2, 0.6, -0.2]   [33082985.3, 0.5, -0.3]    [58141787.0, 0.0, 0.0]   [32593492.3, 0.1, -0.2]
2020-09-30   [60682634.6, 0.6, -0.2]   [31423800.1, 0.5, -0.3]    [57026273.9, 0.0, 0.0]   [33635586.1, 0.2, -0.3]
2020-10-01   [64326605.4, 0.6, -0.2]   [32198212.7, 0.5, -0.3]  [60500362.5, -0.0, -0.0]   [38306246.5, 0.1, -0.4]
2020-10-02   [65955651.5, 0.6, -0.2]   [31944626.5, 0.5, -0.3]   [63042875.8, -0.1, 0.0]   [38726396.1, 0.0, -0.3]
2020-10-05   [66647418.3, 0.6, -0.2]   [31762359.4, 0.4, -0.3]   [54160299.9, -0.0, 0.1]   [34212645.6, 0.1, -0.2]
2020-10-06   [69712640.8, 0.6, -0.2]   [28867894.1, 0.5, -0.2]   [56467861.0, -0.1, 0.2]   [31393025.7, 0.2, -0.3]
2020-10-07   [65915545.5, 0.6, -0.2]   [24797178.2, 0.4, -0.1]   [44699289.9, -0.1, 0.3]   [33242011.0, 0.2, -0.3]
2020-10-08   [64425690.2, 0.6, -0.2]   [20067024.8, 0.6, -0.2]    [43636074.2, 0.0, 0.3]   [30875163.5, 0.1, -0.2]
2020-10-09   [62060497.6, 0.6, -0.2]   [18566263.1, 0.6, -0.1]    [40601511.1, 0.0, 0.3]   [32232846.8, 0.1, -0.3]
2020-10-12   [64310527.4, 0.6, -0.2]   [18291814.3, 0.6, -0.1]    [31616610.9, 0.0, 0.5]   [32068394.7, 0.1, -0.3]
2020-10-13   [82265567.0, 0.6, -0.4]   [20924883.8, 0.6, -0.2]    [35559143.3, 0.0, 0.4]   [29672365.8, 0.1, -0.2]
2020-10-14   [89568244.5, 0.5, -0.3]   [20445315.4, 0.6, -0.1]    [35571570.4, 0.0, 0.4]   [30481275.0, 0.1, -0.2]
2020-10-15   [71594938.8, 0.5, -0.2]   [21325578.2, 0.4, -0.1]    [34321304.7, 0.0, 0.4]   [24392323.1, 0.2, -0.1]
2020-10-16   [73580820.1, 0.4, -0.1]   [22913569.3, 0.4, -0.0]    [31318365.2, 0.0, 0.4]  [27228592.9, -0.0, -0.0]
2020-10-19   [71401632.9, 0.4, -0.1]   [27171688.5, 0.3, -0.1]    [27732754.5, 0.1, 0.4]  [29993228.2, -0.1, -0.1]
2020-10-20   [70828975.4, 0.4, -0.1]   [26757777.3, 0.3, -0.1]    [31487398.3, 0.0, 0.4]  [26737549.0, -0.0, -0.1]
2020-10-21   [71647848.1, 0.4, -0.1]   [27986523.4, 0.3, -0.2]    [29987299.1, 0.1, 0.4]   [23975392.3, 0.0, -0.1]
2020-10-22   [71000805.6, 0.4, -0.1]   [27173924.0, 0.4, -0.2]    [26781174.2, 0.1, 0.4]    [20482398.3, 0.1, 0.0]
2020-10-23   [68967115.0, 0.4, -0.1]   [29465480.8, 0.4, -0.2]   [35074623.2, -0.0, 0.4]    [18968541.6, 0.1, 0.1]
2020-10-26   [66077551.3, 0.4, -0.1]   [29983206.7, 0.4, -0.2]    [35308438.5, 0.1, 0.3]    [18271058.9, 0.1, 0.1]
2020-10-27   [73998714.8, 0.4, -0.1]   [31110319.6, 0.3, -0.2]    [26842095.2, 0.2, 0.4]    [18849577.0, 0.1, 0.0]
2020-10-28    [65203508.0, 0.3, 0.0]   [29491172.3, 0.3, -0.2]    [29417748.9, 0.2, 0.4]    [18756818.1, 0.1, 0.1]
2020-10-29    [66028916.4, 0.2, 0.1]   [27975872.7, 0.2, -0.1]    [30018822.5, 0.1, 0.4]    [19066120.5, 0.1, 0.1]
2020-10-30    [68529182.9, 0.2, 0.1]   [34648422.9, 0.0, -0.1]    [29880386.2, 0.1, 0.4]    [19643486.4, 0.0, 0.1]
2020-11-02   [70709469.2, 0.4, -0.0]   [26470337.1, 0.3, -0.0]    [30356223.4, 0.2, 0.3]   [19627706.2, -0.0, 0.1]
2020-11-03   [61836983.3, 0.4, -0.0]    [25006484.1, 0.3, 0.0]    [30326695.5, 0.1, 0.4]    [19023338.1, 0.0, 0.1]
2020-11-04   [71756561.0, 0.4, -0.1]   [28101139.3, 0.3, -0.1]    [28553472.9, 0.1, 0.4]    [20826362.7, 0.0, 0.0]
2020-11-05    [67175077.8, 0.4, 0.0]    [27073232.1, 0.2, 0.1]    [28887026.3, 0.1, 0.4]    [19107431.2, 0.0, 0.1]
2020-11-06    [68315046.5, 0.3, 0.0]    [26771185.7, 0.2, 0.1]    [27959247.1, 0.2, 0.4]   [20809284.6, -0.1, 0.1]
2020-11-09   [75881825.7, 0.3, -0.0]   [29289174.7, 0.2, -0.0]    [26711272.8, 0.2, 0.4]   [16094365.4, -0.0, 0.2]
2020-11-10    [78085980.0, 0.3, 0.0]    [29557537.9, 0.2, 0.0]   [50823285.8, -0.2, 0.4]   [25080716.2, -0.2, 0.0]
2020-11-11   [79153124.2, 0.3, -0.0]   [30014284.2, 0.2, -0.0]    [38158897.7, 0.2, 0.2]   [19735749.2, 0.1, -0.0]
2020-11-12   [84716914.0, 0.3, -0.1]   [32279842.4, 0.2, -0.0]    [45776513.4, 0.2, 0.1]    [18996351.9, 0.1, 0.0]
2020-11-13   [86788032.4, 0.3, -0.1]   [33671405.6, 0.2, -0.1]    [45678758.5, 0.3, 0.0]    [19130623.9, 0.1, 0.0]
2020-11-16   [79398927.6, 0.3, -0.1]   [34670186.2, 0.2, -0.1]    [45646617.8, 0.3, 0.0]    [18432168.9, 0.2, 0.0]
2020-11-17   [78230121.1, 0.4, -0.1]   [33009661.6, 0.2, -0.1]    [47452015.0, 0.3, 0.0]    [18995485.9, 0.2, 0.0]
2020-11-18   [74757841.2, 0.4, -0.1]   [32850863.1, 0.2, -0.1]    [46989594.7, 0.3, 0.0]    [18902450.7, 0.2, 0.0]
2020-11-19   [61466823.5, 0.5, -0.0]   [31320359.9, 0.2, -0.0]    [46944259.6, 0.3, 0.0]    [15380948.5, 0.2, 0.2]
2020-11-20    [37282390.4, 0.5, 0.2]    [27093479.2, 0.3, 0.0]    [47233986.7, 0.2, 0.1]    [16334212.0, 0.2, 0.2]
2020-11-23    [33162646.0, 0.5, 0.1]   [29436510.3, 0.3, -0.0]    [47011691.8, 0.2, 0.1]    [17038726.3, 0.2, 0.1]
2020-11-24    [38049877.6, 0.5, 0.1]   [29562310.4, 0.3, -0.1]    [51266072.8, 0.2, 0.0]    [17437016.4, 0.2, 0.1]
2020-11-25    [34447251.8, 0.5, 0.1]   [30278596.3, 0.3, -0.1]    [54340811.5, 0.3, 0.0]    [17925439.1, 0.2, 0.1]
2020-11-27    [33945205.1, 0.5, 0.1]   [30156952.0, 0.3, -0.1]   [58192808.6, 0.3, -0.0]    [18913691.2, 0.2, 0.1]
2020-11-30    [27453095.2, 0.6, 0.1]   [28234029.9, 0.3, -0.1]   [62068119.0, 0.3, -0.0]    [20326303.6, 0.2, 0.1]
2020-12-01    [29818174.2, 0.5, 0.2]   [28223079.6, 0.3, -0.1]   [65999073.9, 0.2, -0.1]    [21466666.4, 0.2, 0.1]
2020-12-02    [31952917.4, 0.5, 0.1]   [27515081.1, 0.3, -0.1]   [70112303.8, 0.2, -0.1]    [22815094.6, 0.2, 0.1]
2020-12-03    [30137604.1, 0.5, 0.2]   [26243269.4, 0.3, -0.0]   [67632338.6, 0.2, -0.1]    [23649399.7, 0.1, 0.1]
2020-12-04    [29160140.4, 0.5, 0.1]   [25515122.4, 0.3, -0.0]   [71628763.1, 0.2, -0.1]    [26181425.1, 0.1, 0.0]
2020-12-07    [22591930.2, 0.6, 0.1]   [24451657.1, 0.3, -0.0]   [70524952.8, 0.2, -0.1]    [26369371.6, 0.1, 0.0]
2020-12-08    [21421757.2, 0.6, 0.1]   [24434878.3, 0.4, -0.0]    [62467528.4, 0.3, 0.0]   [28031345.0, 0.1, -0.0]
2020-12-09    [22088616.7, 0.7, 0.1]   [22894460.0, 0.4, -0.0]    [64680335.7, 0.2, 0.0]   [28211840.2, 0.1, -0.0]
2020-12-10    [23622274.3, 0.6, 0.1]   [22552315.9, 0.4, -0.0]    [65696461.0, 0.2, 0.1]   [30870259.9, 0.1, -0.1]
2020-12-11    [26484677.2, 0.5, 0.1]   [21397649.1, 0.3, -0.0]    [70077854.8, 0.2, 0.1]   [29678080.0, 0.1, -0.1]
2020-12-14    [29588476.4, 0.4, 0.2]    [21199961.6, 0.3, 0.0]    [76528086.1, 0.1, 0.1]   [29939333.1, 0.1, -0.1]
2020-12-15    [23892287.4, 0.5, 0.2]    [19625843.5, 0.3, 0.1]    [83875395.5, 0.1, 0.0]   [29445970.8, 0.1, -0.1]
2020-12-16    [30008124.2, 0.5, 0.1]   [23179637.9, 0.4, -0.2]   [93319787.3, 0.1, -0.0]   [31960249.4, 0.1, -0.1]
2020-12-17    [33010174.1, 0.5, 0.1]   [21458478.4, 0.5, -0.2]  [100245715.9, 0.0, -0.0]   [34376835.4, 0.0, -0.1]
2020-12-18    [30372369.0, 0.4, 0.2]   [24428144.6, 0.5, -0.3]  [108357782.2, 0.0, -0.1]   [37066380.9, 0.0, -0.2]
2020-12-21    [41464733.2, 0.4, 0.0]   [26807106.4, 0.6, -0.4]    [68321787.9, 0.2, 0.0]   [24990403.8, 0.2, -0.0]
2020-12-22    [57056901.8, 0.1, 0.2]   [33301344.3, 0.2, -0.3]    [70265863.5, 0.2, 0.1]   [23699733.7, 0.2, -0.0]
2020-12-23    [66810100.3, 0.1, 0.0]   [30916379.6, 0.3, -0.3]    [57631316.8, 0.2, 0.2]    [22042150.4, 0.2, 0.0]
2020-12-24   [71016007.8, 0.1, -0.2]   [30739664.0, 0.3, -0.3]    [54451990.6, 0.2, 0.2]    [20922973.8, 0.2, 0.1]
2020-12-28   [51426463.0, 0.3, -0.0]   [26633297.9, 0.3, -0.2]    [49370232.7, 0.2, 0.2]    [18791578.5, 0.3, 0.1]
2020-12-29   [80159837.9, 0.1, -0.2]   [27831453.9, 0.3, -0.3]    [42826900.7, 0.3, 0.2]    [16352942.6, 0.3, 0.1]
2020-12-30   [81069339.9, 0.1, -0.3]   [26665724.0, 0.3, -0.2]    [41136634.0, 0.3, 0.2]    [14482385.0, 0.3, 0.1]
**************************************************************************************************
Printing values of coeff: A,B and C in AR(2) 60-day rolling model
**************************************************************************************************
                 AMZN_60_2020_Coeff       GOOG_60_2020_Coeff        AAL_60_2020_Coeff       NCLH_60_2020_Coeff
Date                                                                                                          
2020-03-30   [36689477.3, 0.6, 0.1]    [8311144.2, 0.7, 0.1]    [2493588.3, 0.6, 0.3]     [779114.8, 1.0, 0.0]
2020-03-31   [37127364.4, 0.6, 0.1]    [8253418.1, 0.7, 0.1]    [2789228.5, 0.6, 0.3]   [1004794.6, 1.0, -0.1]
2020-04-01   [37347167.3, 0.6, 0.1]    [8590987.8, 0.8, 0.1]    [2943216.7, 0.6, 0.3]   [1019896.3, 1.0, -0.1]
2020-04-02   [37807166.6, 0.6, 0.1]    [8717136.4, 0.8, 0.1]    [2912272.5, 0.6, 0.3]   [1072582.9, 1.0, -0.1]
2020-04-03   [38578355.7, 0.6, 0.1]    [8800322.8, 0.8, 0.1]    [3065427.0, 0.7, 0.3]   [1105697.1, 1.0, -0.0]
2020-04-06   [38944562.6, 0.6, 0.1]    [8763435.3, 0.7, 0.1]    [2942883.6, 0.7, 0.3]   [1160725.7, 1.0, -0.0]
2020-04-07   [41471423.2, 0.6, 0.1]    [9213830.2, 0.8, 0.1]    [2836679.0, 0.7, 0.2]    [1243092.0, 0.9, 0.1]
2020-04-08   [41693659.4, 0.6, 0.1]    [9403426.5, 0.7, 0.1]    [1482303.7, 0.8, 0.2]   [1167752.7, 1.1, -0.1]
2020-04-09   [42716964.9, 0.6, 0.1]    [9797259.5, 0.7, 0.1]    [3611250.4, 0.6, 0.4]    [1802620.2, 0.8, 0.1]
2020-04-13   [44331509.1, 0.6, 0.1]   [10316300.1, 0.7, 0.1]    [3381092.1, 0.5, 0.5]    [1692034.1, 0.6, 0.4]
2020-04-14   [45601726.8, 0.6, 0.1]    [8519410.9, 0.8, 0.1]    [4248714.9, 0.4, 0.5]    [1844267.9, 0.5, 0.4]
2020-04-15   [47479309.8, 0.6, 0.0]    [9275220.3, 0.8, 0.1]    [4558902.2, 0.5, 0.4]    [1914680.2, 0.5, 0.4]
2020-04-16   [49122248.4, 0.6, 0.0]    [9072087.1, 0.7, 0.1]    [4582304.4, 0.5, 0.5]    [2014296.4, 0.5, 0.4]
2020-04-17   [50308717.0, 0.5, 0.1]    [9958275.2, 0.7, 0.1]    [4536893.0, 0.5, 0.5]    [2087434.5, 0.5, 0.4]
2020-04-20   [52268938.6, 0.5, 0.1]    [9414942.2, 0.7, 0.1]    [5707708.6, 0.5, 0.4]    [2213526.6, 0.5, 0.4]
2020-04-21   [56126837.4, 0.5, 0.0]    [9290313.6, 0.7, 0.1]    [5838601.3, 0.5, 0.4]    [2294817.6, 0.5, 0.4]
2020-04-22   [58975733.5, 0.5, 0.0]    [9910720.3, 0.7, 0.1]    [6223065.6, 0.5, 0.4]    [2391856.5, 0.5, 0.4]
2020-04-23   [62440247.4, 0.5, 0.0]   [10686713.3, 0.7, 0.1]    [6961686.6, 0.5, 0.4]    [2438494.7, 0.5, 0.3]
2020-04-24   [57874301.6, 0.5, 0.1]   [10402015.9, 0.7, 0.1]    [7188380.1, 0.5, 0.4]    [2499783.1, 0.5, 0.4]
2020-04-27   [43568820.0, 0.4, 0.2]    [8647720.2, 0.7, 0.1]    [7457698.5, 0.5, 0.4]    [2628087.8, 0.5, 0.3]
2020-04-28   [34822226.3, 0.6, 0.1]    [7605994.9, 0.6, 0.2]    [7986460.5, 0.5, 0.4]    [2818351.7, 0.5, 0.3]
2020-04-29   [31315177.8, 0.5, 0.2]    [9059005.8, 0.6, 0.2]    [8372181.1, 0.5, 0.4]    [3050330.5, 0.6, 0.3]
2020-04-30   [31420695.9, 0.5, 0.2]    [8469123.2, 0.7, 0.1]    [8344722.6, 0.5, 0.3]    [3081517.8, 0.6, 0.3]
2020-05-01   [37360237.6, 0.5, 0.2]    [8885271.8, 0.6, 0.2]    [9463715.0, 0.5, 0.3]    [3098256.9, 0.7, 0.3]
2020-05-04   [35971093.1, 0.6, 0.2]   [10004412.9, 0.7, 0.1]   [10102734.0, 0.5, 0.3]    [3812205.8, 0.6, 0.2]
2020-05-05   [41499536.0, 0.5, 0.1]    [9768262.0, 0.7, 0.1]    [9410090.3, 0.5, 0.3]    [4115361.4, 0.7, 0.2]
2020-05-06   [41698587.2, 0.6, 0.1]   [10077831.6, 0.7, 0.1]   [11097778.4, 0.5, 0.3]    [3053732.3, 0.6, 0.4]
2020-05-07   [41906852.9, 0.6, 0.1]    [9929838.6, 0.7, 0.1]   [12737823.3, 0.5, 0.3]    [2792137.2, 0.7, 0.3]
2020-05-08   [42170056.1, 0.6, 0.1]   [10685316.7, 0.7, 0.1]   [13603968.1, 0.5, 0.3]    [8134329.0, 0.7, 0.0]
2020-05-11   [42954132.1, 0.6, 0.1]   [10480801.5, 0.7, 0.1]   [14813566.7, 0.5, 0.3]    [8306228.1, 0.7, 0.0]
2020-05-12   [43066110.5, 0.6, 0.1]   [10796661.0, 0.7, 0.1]   [15420380.0, 0.5, 0.3]    [9194753.7, 0.7, 0.0]
2020-05-13   [43929045.2, 0.6, 0.1]   [11334800.1, 0.7, 0.1]   [16490509.1, 0.5, 0.2]    [9585172.7, 0.7, 0.0]
2020-05-14   [46629822.9, 0.6, 0.1]   [12144016.2, 0.7, 0.1]   [18613509.5, 0.5, 0.2]   [10067895.4, 0.7, 0.0]
2020-05-15   [43366635.0, 0.6, 0.1]   [10883608.2, 0.7, 0.1]   [20504188.5, 0.5, 0.2]  [10597057.2, 0.7, -0.0]
2020-05-18   [40375514.6, 0.6, 0.1]    [8730406.7, 0.6, 0.2]   [20984659.6, 0.5, 0.2]  [11077979.5, 0.7, -0.0]
2020-05-19   [39684697.6, 0.6, 0.1]    [8814936.9, 0.7, 0.2]   [23290511.3, 0.4, 0.2]   [11365430.6, 0.7, 0.1]
2020-05-20   [39176666.0, 0.6, 0.1]    [8014415.9, 0.6, 0.2]   [25360933.3, 0.4, 0.2]   [12123333.7, 0.6, 0.1]
2020-05-21   [36540565.7, 0.6, 0.1]    [7777544.6, 0.7, 0.2]   [25788029.4, 0.4, 0.2]   [12443367.3, 0.6, 0.1]
2020-05-22   [36844302.2, 0.5, 0.1]    [7008216.9, 0.6, 0.2]   [25929615.5, 0.4, 0.2]   [12770786.3, 0.6, 0.1]
2020-05-26   [32986535.9, 0.6, 0.2]    [5923468.6, 0.7, 0.2]   [25587550.6, 0.4, 0.2]   [13397921.9, 0.6, 0.1]
2020-05-27   [32776708.0, 0.6, 0.1]    [6758365.0, 0.6, 0.2]   [31773756.3, 0.4, 0.2]   [13847662.6, 0.6, 0.1]
2020-05-28   [33958355.6, 0.6, 0.1]    [6621302.6, 0.6, 0.2]   [33007016.7, 0.4, 0.1]   [13918512.3, 0.6, 0.1]
2020-05-29   [32081221.9, 0.6, 0.2]    [6162721.5, 0.6, 0.2]   [35414640.1, 0.4, 0.1]   [14766782.4, 0.6, 0.1]
2020-06-01   [31085128.3, 0.6, 0.2]    [6069482.3, 0.6, 0.2]   [36100173.0, 0.4, 0.1]   [15095580.7, 0.6, 0.1]
2020-06-02   [27594227.4, 0.6, 0.2]    [5339272.8, 0.6, 0.2]   [37175785.8, 0.4, 0.1]   [15930236.0, 0.6, 0.1]
2020-06-03   [25909348.1, 0.6, 0.2]    [4963790.9, 0.7, 0.2]   [36380187.2, 0.4, 0.1]   [16057640.4, 0.6, 0.1]
2020-06-04   [24511609.5, 0.6, 0.2]    [4766917.3, 0.7, 0.2]   [40393058.1, 0.4, 0.0]   [16520153.3, 0.6, 0.1]
2020-06-05   [23657794.9, 0.6, 0.1]    [4899228.6, 0.6, 0.2]  [51039926.6, 0.7, -0.3]   [16387385.9, 0.6, 0.1]
2020-06-08   [23372381.6, 0.6, 0.1]    [5334103.0, 0.6, 0.2]  [39129066.7, 1.0, -0.5]   [15101083.3, 0.6, 0.1]
2020-06-09   [24663411.4, 0.6, 0.1]    [6047036.1, 0.6, 0.2]  [58423499.2, 1.0, -0.7]   [14902428.1, 0.6, 0.1]
2020-06-10   [28755282.3, 0.6, 0.1]    [6087708.1, 0.6, 0.2]  [46595503.3, 0.8, -0.4]   [15823962.4, 0.6, 0.1]
2020-06-11   [29808943.9, 0.6, 0.1]    [7338093.5, 0.6, 0.2]  [45762109.9, 0.8, -0.3]   [14719094.7, 0.6, 0.1]
2020-06-12   [34109086.1, 0.6, 0.1]    [7716055.0, 0.6, 0.2]  [46333032.6, 0.8, -0.3]   [15039656.5, 0.6, 0.1]
2020-06-15   [37040038.8, 0.6, 0.1]    [8232672.3, 0.6, 0.1]  [46378020.2, 0.8, -0.3]   [14652965.3, 0.6, 0.1]
2020-06-16   [36545051.0, 0.6, 0.1]    [9708580.9, 0.6, 0.1]  [46959402.7, 0.8, -0.3]   [16236067.9, 0.6, 0.1]
2020-06-17   [36772344.4, 0.6, 0.1]    [9594305.8, 0.6, 0.1]  [45969540.0, 0.8, -0.3]   [15441161.8, 0.6, 0.1]
2020-06-18   [35836321.5, 0.6, 0.1]   [12391068.6, 0.6, 0.0]  [46219289.3, 0.8, -0.3]   [15637735.6, 0.6, 0.1]
2020-06-19   [34619189.4, 0.6, 0.1]   [13466364.1, 0.6, 0.0]  [46415496.5, 0.8, -0.3]   [15691166.2, 0.6, 0.1]
2020-06-22   [38323093.0, 0.6, 0.0]   [16500677.2, 0.6, 0.0]  [47463559.1, 0.8, -0.3]   [16284673.9, 0.6, 0.1]
2020-06-23   [37116491.2, 0.5, 0.1]   [17608673.8, 0.4, 0.1]  [48280505.3, 0.8, -0.3]   [16779392.8, 0.6, 0.1]
2020-06-24   [37146332.3, 0.5, 0.1]   [18750281.4, 0.4, 0.0]  [50393270.8, 0.8, -0.3]   [17024463.8, 0.6, 0.1]
2020-06-25   [37163111.2, 0.5, 0.1]   [19344800.4, 0.4, 0.0]  [51355666.9, 0.8, -0.3]   [18098728.9, 0.6, 0.1]
2020-06-26   [36340476.2, 0.5, 0.1]   [18582182.0, 0.4, 0.0]  [51738375.9, 0.8, -0.3]   [18353749.7, 0.6, 0.1]
2020-06-29   [39284136.2, 0.5, 0.1]   [22703452.0, 0.3, 0.1]  [51738997.7, 0.8, -0.3]   [19244991.3, 0.6, 0.1]
2020-06-30   [37641165.0, 0.5, 0.1]   [24325141.3, 0.2, 0.1]  [52065171.0, 0.8, -0.3]   [18877638.1, 0.6, 0.1]
2020-07-01   [37652048.3, 0.5, 0.1]   [25216463.2, 0.2, 0.1]  [50745436.2, 0.8, -0.3]   [17754288.5, 0.6, 0.1]
2020-07-02   [39209963.6, 0.5, 0.1]   [25135732.5, 0.2, 0.1]  [52193360.5, 0.8, -0.3]   [19135385.4, 0.6, 0.1]
2020-07-06   [39280251.9, 0.5, 0.1]   [25340501.6, 0.2, 0.1]  [50915448.9, 0.8, -0.3]   [18030487.1, 0.6, 0.1]
2020-07-07   [37370535.0, 0.5, 0.1]   [25189891.4, 0.2, 0.1]  [51627138.0, 0.8, -0.3]   [18503529.0, 0.6, 0.1]
2020-07-08   [38380591.9, 0.5, 0.1]   [25071755.2, 0.2, 0.1]  [51484344.4, 0.8, -0.3]   [17707660.9, 0.6, 0.1]
2020-07-09   [38922924.9, 0.4, 0.1]   [24392320.4, 0.2, 0.1]  [50110180.0, 0.8, -0.3]   [18824005.0, 0.6, 0.1]
2020-07-10   [46983198.1, 0.4, 0.0]   [24420682.9, 0.2, 0.1]  [50538026.2, 0.8, -0.3]   [18984706.0, 0.6, 0.1]
2020-07-13   [47135251.1, 0.4, 0.0]   [24790825.9, 0.2, 0.1]  [50910543.7, 0.8, -0.3]   [19910123.6, 0.6, 0.1]
2020-07-14   [42585526.4, 0.4, 0.1]   [24686577.5, 0.2, 0.1]  [50573540.6, 0.8, -0.3]   [19869650.2, 0.6, 0.1]
2020-07-15   [44351717.7, 0.5, 0.0]   [24607650.4, 0.2, 0.1]  [50878022.1, 0.8, -0.3]   [20165124.9, 0.6, 0.1]
2020-07-16   [42274811.7, 0.5, 0.0]   [24596009.3, 0.2, 0.1]  [53087545.7, 0.8, -0.3]   [24670054.3, 0.6, 0.1]
2020-07-17   [41311018.7, 0.5, 0.0]   [24236115.4, 0.2, 0.1]  [53263614.6, 0.8, -0.3]   [25898458.5, 0.6, 0.1]
2020-07-20   [42362612.0, 0.5, 0.0]   [24047918.0, 0.2, 0.1]  [53341769.9, 0.8, -0.3]   [27595550.3, 0.6, 0.1]
2020-07-21   [40496947.6, 0.5, 0.1]   [24015668.1, 0.2, 0.1]  [53606314.4, 0.8, -0.3]   [28751169.0, 0.5, 0.0]
2020-07-22   [40489898.9, 0.5, 0.1]   [22674008.0, 0.2, 0.1]  [52032216.7, 0.8, -0.3]   [29279358.4, 0.5, 0.0]
2020-07-23   [42417876.0, 0.5, 0.0]   [24256613.6, 0.1, 0.1]  [50819484.9, 0.8, -0.3]   [26675974.6, 0.6, 0.0]
2020-07-24   [41673625.4, 0.5, 0.0]   [28224484.5, 0.0, 0.1]  [52861719.8, 0.8, -0.3]   [26836717.5, 0.6, 0.0]
2020-07-27   [46940341.9, 0.4, 0.1]   [29412782.7, 0.0, 0.1]  [50754943.8, 0.8, -0.3]   [25342782.9, 0.6, 0.1]
2020-07-28   [37400381.4, 0.4, 0.1]   [28432765.6, 0.0, 0.1]  [50516829.8, 0.8, -0.3]   [25324461.2, 0.6, 0.1]
2020-07-29   [31569897.4, 0.4, 0.3]   [28563253.4, 0.0, 0.1]  [49999959.1, 0.8, -0.3]   [18369154.5, 0.6, 0.1]
2020-07-30   [31241130.2, 0.4, 0.3]   [28263920.5, 0.0, 0.1]  [49359439.9, 0.8, -0.3]   [17776570.3, 0.5, 0.2]
2020-07-31   [36658584.0, 0.4, 0.3]   [28623403.0, 0.0, 0.1]  [48690489.3, 0.8, -0.3]   [12612371.3, 0.6, 0.2]
2020-08-03   [38870853.6, 0.4, 0.2]   [31905568.7, 0.0, 0.0]  [48708085.9, 0.8, -0.3]   [11538158.3, 0.6, 0.2]
2020-08-04   [43027552.1, 0.4, 0.2]   [30063697.6, 0.1, 0.0]  [48519038.6, 0.8, -0.3]   [11686657.1, 0.5, 0.3]
2020-08-05   [45735246.3, 0.4, 0.1]   [29960780.7, 0.1, 0.0]  [48714955.9, 0.8, -0.3]   [11239654.2, 0.5, 0.3]
2020-08-06   [43833560.4, 0.4, 0.1]   [29423758.2, 0.1, 0.1]  [50107229.7, 0.8, -0.3]   [10199297.1, 0.5, 0.3]
2020-08-07   [44557762.4, 0.4, 0.1]   [29323401.8, 0.1, 0.1]  [50925130.8, 0.8, -0.3]    [9604137.3, 0.5, 0.3]
2020-08-10   [44153697.1, 0.4, 0.1]   [29445605.3, 0.1, 0.1]  [51913453.1, 0.7, -0.3]    [9305451.5, 0.5, 0.3]
2020-08-11   [42862724.0, 0.4, 0.1]   [29372806.1, 0.1, 0.0]  [52484488.2, 0.7, -0.3]    [8529434.1, 0.6, 0.3]
2020-08-12   [42642480.2, 0.4, 0.1]   [29149183.0, 0.1, 0.0]  [53809419.9, 0.7, -0.3]    [9066575.6, 0.6, 0.2]
2020-08-13   [42053256.3, 0.4, 0.1]   [28822815.8, 0.1, 0.1]  [54668566.9, 0.7, -0.3]    [8290630.1, 0.6, 0.2]
2020-08-14   [40073919.6, 0.4, 0.1]   [28904092.2, 0.1, 0.0]  [55132704.1, 0.7, -0.3]    [7421331.8, 0.6, 0.2]
2020-08-17   [39142021.9, 0.5, 0.1]   [28869082.1, 0.1, 0.1]  [56005569.5, 0.7, -0.3]    [7049225.3, 0.7, 0.2]
2020-08-18   [37635023.9, 0.5, 0.1]   [27805864.0, 0.1, 0.1]  [53766490.2, 0.7, -0.3]    [6556656.9, 0.7, 0.2]
2020-08-19   [39732374.1, 0.5, 0.1]   [28419360.8, 0.1, 0.1]  [52392736.2, 0.7, -0.3]    [5874530.4, 0.6, 0.2]
2020-08-20   [40193453.5, 0.5, 0.1]   [28402227.0, 0.1, 0.1]  [52767042.9, 0.7, -0.3]    [6363265.4, 0.7, 0.2]
2020-08-21   [40366620.3, 0.5, 0.1]   [28356187.7, 0.1, 0.1]  [51353205.8, 0.7, -0.3]    [5550646.1, 0.6, 0.2]
2020-08-24   [41532507.7, 0.5, 0.1]   [28312053.5, 0.1, 0.1]  [51006797.5, 0.7, -0.3]    [4939840.6, 0.7, 0.2]
2020-08-25   [44612915.5, 0.4, 0.1]   [28476091.4, 0.1, 0.1]  [53431343.7, 0.7, -0.3]    [6789244.1, 0.6, 0.2]
2020-08-26   [46247845.1, 0.4, 0.1]   [29991884.6, 0.1, 0.0]  [51808326.3, 0.7, -0.3]    [6078119.8, 0.6, 0.3]
2020-08-27   [49690309.6, 0.4, 0.1]  [29974586.8, 0.2, -0.0]  [41688490.1, 0.7, -0.2]    [6220883.6, 0.6, 0.3]
2020-08-28   [51476753.9, 0.4, 0.1]  [30868112.0, 0.1, -0.0]   [54333691.3, 0.3, 0.1]    [7402619.6, 0.6, 0.3]
2020-08-31   [52370662.0, 0.4, 0.1]  [31856919.5, 0.1, -0.0]   [43893524.3, 0.4, 0.1]    [8055064.3, 0.5, 0.3]
2020-09-01   [51337480.4, 0.4, 0.1]  [32178681.4, 0.1, -0.0]   [32580630.6, 0.4, 0.2]    [7138750.9, 0.5, 0.3]
2020-09-02   [49606805.0, 0.4, 0.1]  [32489227.5, 0.1, -0.0]   [36710737.3, 0.4, 0.2]    [8918108.8, 0.6, 0.2]
2020-09-03   [49316617.7, 0.4, 0.1]  [32318526.1, 0.1, -0.0]   [36454727.0, 0.4, 0.2]   [10355565.7, 0.5, 0.2]
2020-09-04   [55212114.2, 0.4, 0.0]  [31260672.7, 0.2, -0.0]   [41060728.2, 0.4, 0.1]   [14490647.2, 0.4, 0.2]
2020-09-08  [51689476.1, 0.5, -0.0]  [29717879.3, 0.2, -0.0]   [41363050.8, 0.3, 0.1]   [13447063.3, 0.5, 0.2]
2020-09-09  [54065034.6, 0.5, -0.0]   [28203143.8, 0.2, 0.0]   [43379653.3, 0.3, 0.1]   [15376925.8, 0.5, 0.1]
2020-09-10  [56387294.6, 0.4, -0.0]   [28806097.2, 0.2, 0.0]   [41692502.5, 0.4, 0.1]   [14993467.7, 0.5, 0.1]
2020-09-11  [59263487.5, 0.4, -0.0]  [29078746.6, 0.2, -0.0]   [40736480.5, 0.3, 0.1]   [14824617.1, 0.5, 0.1]
2020-09-14  [54610532.4, 0.5, -0.0]   [27563794.0, 0.2, 0.0]   [38941386.9, 0.4, 0.1]   [15643510.5, 0.5, 0.1]
2020-09-15  [57040332.8, 0.5, -0.1]  [26902516.1, 0.3, -0.0]   [36685773.3, 0.4, 0.2]   [15318013.5, 0.5, 0.1]
2020-09-16  [56535829.7, 0.5, -0.1]   [26253654.2, 0.3, 0.0]   [38672864.5, 0.3, 0.2]   [15462733.4, 0.5, 0.1]
2020-09-17  [56831906.0, 0.5, -0.1]   [25790647.9, 0.3, 0.0]   [44301232.7, 0.2, 0.2]   [16646076.5, 0.5, 0.1]
2020-09-18  [60279055.1, 0.5, -0.1]   [26608416.8, 0.3, 0.0]   [45449970.6, 0.2, 0.2]   [16215791.8, 0.5, 0.1]
2020-09-21  [55615896.0, 0.6, -0.1]  [24747824.4, 0.3, -0.0]   [47429432.8, 0.2, 0.1]   [16800195.8, 0.5, 0.1]
2020-09-22  [59363949.4, 0.6, -0.2]  [21330744.2, 0.5, -0.1]   [50351048.8, 0.2, 0.1]   [17104861.2, 0.5, 0.1]
2020-09-23  [55676436.0, 0.6, -0.1]  [24699656.4, 0.6, -0.2]   [47365072.5, 0.2, 0.1]   [16726224.5, 0.5, 0.1]
2020-09-24  [53478809.7, 0.6, -0.1]  [24512391.5, 0.5, -0.2]   [48267207.4, 0.2, 0.1]   [16833279.1, 0.5, 0.0]
2020-09-25  [53014110.5, 0.6, -0.1]  [24243712.3, 0.6, -0.2]   [47618245.6, 0.2, 0.1]   [16459173.4, 0.5, 0.0]
2020-09-28  [54042690.0, 0.6, -0.1]  [24025755.3, 0.6, -0.2]   [46617221.2, 0.2, 0.1]   [17671564.9, 0.5, 0.0]
2020-09-29  [53022068.7, 0.6, -0.1]  [24669797.5, 0.5, -0.2]   [47090283.9, 0.2, 0.1]   [17495921.2, 0.4, 0.0]
2020-09-30  [51977840.4, 0.6, -0.1]  [24423632.6, 0.5, -0.2]   [46453480.8, 0.2, 0.1]   [17403436.9, 0.5, 0.0]
2020-10-01  [52638867.2, 0.6, -0.1]  [25051474.8, 0.5, -0.2]   [46816750.2, 0.2, 0.1]   [18452102.9, 0.5, 0.0]
2020-10-02  [52404567.5, 0.6, -0.1]  [24657282.9, 0.5, -0.2]   [46726205.3, 0.2, 0.1]   [17447340.6, 0.4, 0.0]
2020-10-05  [54038122.4, 0.6, -0.1]  [24435144.0, 0.5, -0.2]   [48639156.6, 0.2, 0.1]   [17276031.4, 0.5, 0.0]
2020-10-06  [54904702.0, 0.6, -0.1]  [24055001.7, 0.5, -0.2]   [48653426.7, 0.1, 0.1]   [16499946.2, 0.5, 0.0]
2020-10-07  [55355305.0, 0.5, -0.1]  [23575923.5, 0.5, -0.2]   [45517461.5, 0.2, 0.1]   [15718268.9, 0.5, 0.0]
2020-10-08  [56354815.0, 0.5, -0.1]  [23958118.4, 0.5, -0.2]   [46025186.4, 0.1, 0.1]   [16916838.7, 0.3, 0.1]
2020-10-09  [54915145.6, 0.6, -0.1]  [23471445.2, 0.5, -0.2]   [44781574.7, 0.1, 0.2]   [21126675.6, 0.3, 0.0]
2020-10-12  [57597447.1, 0.6, -0.2]  [23517819.0, 0.5, -0.2]   [44760082.0, 0.1, 0.2]   [22683593.1, 0.2, 0.0]
2020-10-13  [60798903.5, 0.6, -0.2]  [25117834.2, 0.5, -0.2]   [45391563.4, 0.1, 0.1]  [24812677.8, 0.2, -0.0]
2020-10-14  [61002373.8, 0.6, -0.2]  [25979104.6, 0.4, -0.2]   [45921337.4, 0.1, 0.1]  [24343197.1, 0.2, -0.0]
2020-10-15  [58755795.3, 0.6, -0.2]  [25659719.2, 0.4, -0.1]   [41788810.9, 0.2, 0.2]  [24434935.2, 0.2, -0.1]
2020-10-16  [58709019.7, 0.6, -0.2]  [26031254.1, 0.4, -0.2]   [39843067.6, 0.2, 0.1]  [23720975.4, 0.3, -0.1]
2020-10-19  [57772666.8, 0.6, -0.2]  [26338167.9, 0.4, -0.2]   [37929783.9, 0.2, 0.2]  [22630084.9, 0.3, -0.1]
2020-10-20  [58485009.6, 0.6, -0.2]  [26106753.9, 0.4, -0.2]   [37911875.9, 0.2, 0.2]  [21159060.8, 0.3, -0.0]
2020-10-21  [60388208.2, 0.5, -0.2]  [27513792.9, 0.4, -0.2]   [37387126.9, 0.2, 0.2]  [19882337.8, 0.3, -0.0]
2020-10-22  [55827369.7, 0.6, -0.1]  [27347720.0, 0.5, -0.2]   [36939633.6, 0.2, 0.2]   [18376300.9, 0.3, 0.0]
2020-10-23  [53784613.2, 0.5, -0.1]  [25780972.0, 0.4, -0.2]   [39813265.4, 0.2, 0.2]   [17746963.3, 0.3, 0.0]
2020-10-26  [50049055.9, 0.6, -0.1]  [25423469.1, 0.5, -0.2]   [40693499.5, 0.2, 0.1]   [17274414.6, 0.3, 0.0]
2020-10-27  [52645357.6, 0.5, -0.1]  [26089165.6, 0.5, -0.2]   [40223606.7, 0.2, 0.1]   [17370679.9, 0.3, 0.0]
2020-10-28  [52240872.0, 0.5, -0.1]  [25646995.6, 0.5, -0.2]   [37910328.5, 0.2, 0.1]   [17066569.0, 0.3, 0.0]
2020-10-29  [52738019.5, 0.5, -0.0]  [25986651.7, 0.4, -0.2]   [40311608.9, 0.2, 0.2]   [17371416.8, 0.3, 0.0]
2020-10-30  [53800399.6, 0.5, -0.1]  [26034673.4, 0.4, -0.2]   [36658927.9, 0.2, 0.2]   [16996114.6, 0.3, 0.0]
2020-11-02  [53120780.7, 0.5, -0.1]  [26054114.0, 0.5, -0.2]   [40818642.4, 0.2, 0.1]   [18213057.2, 0.3, 0.0]
2020-11-03  [52769614.2, 0.6, -0.1]  [27446541.8, 0.4, -0.2]   [44867935.2, 0.1, 0.1]   [19382249.7, 0.2, 0.0]
2020-11-04  [57646777.3, 0.5, -0.1]  [28210756.1, 0.4, -0.2]   [44960938.8, 0.1, 0.1]  [20214607.6, 0.2, -0.0]
2020-11-05  [58632552.1, 0.5, -0.1]  [28233685.5, 0.4, -0.1]   [40106483.5, 0.1, 0.2]   [19287468.9, 0.2, 0.0]
2020-11-06  [62279564.4, 0.5, -0.1]  [29363057.7, 0.3, -0.1]   [40156978.6, 0.1, 0.2]   [18824315.1, 0.2, 0.0]
2020-11-09  [67352175.7, 0.5, -0.1]  [30139983.4, 0.3, -0.1]   [39025617.3, 0.1, 0.2]   [18179008.8, 0.2, 0.0]
2020-11-10  [64759634.8, 0.5, -0.1]  [29998667.3, 0.3, -0.1]  [53228666.4, -0.1, 0.2]  [22565301.1, 0.2, -0.0]
2020-11-11  [67107306.3, 0.5, -0.1]  [30420440.8, 0.3, -0.1]   [42299727.9, 0.2, 0.1]  [21914775.9, 0.2, -0.0]
2020-11-12  [70796217.3, 0.5, -0.1]  [31187224.9, 0.3, -0.1]   [47135962.8, 0.2, 0.1]  [22362033.9, 0.2, -0.0]
2020-11-13  [73060128.7, 0.4, -0.1]  [31471873.0, 0.3, -0.1]   [47862742.8, 0.2, 0.1]  [22617124.7, 0.2, -0.0]
2020-11-16  [71391817.6, 0.4, -0.1]  [31365416.3, 0.3, -0.1]   [45035444.9, 0.2, 0.1]  [20942903.3, 0.2, -0.0]
2020-11-17  [71960151.7, 0.5, -0.1]  [29801961.3, 0.3, -0.1]   [45524797.9, 0.2, 0.1]  [21291350.4, 0.2, -0.0]
2020-11-18  [65871456.1, 0.5, -0.1]  [27889890.6, 0.3, -0.1]   [44699787.5, 0.2, 0.1]  [21674235.4, 0.2, -0.0]
2020-11-19  [62755578.6, 0.5, -0.1]  [25395498.0, 0.4, -0.1]   [43049176.2, 0.2, 0.1]   [20217120.1, 0.2, 0.0]
2020-11-20  [59594407.6, 0.5, -0.1]  [24217109.6, 0.4, -0.0]   [43123805.8, 0.2, 0.1]   [20883311.9, 0.2, 0.0]
2020-11-23  [56673210.8, 0.5, -0.1]  [25295493.6, 0.4, -0.1]   [42865906.1, 0.2, 0.1]   [20656474.1, 0.2, 0.0]
2020-11-24  [60733500.3, 0.5, -0.1]  [25374617.8, 0.4, -0.1]   [43330371.6, 0.2, 0.1]   [20454211.2, 0.2, 0.0]
2020-11-25  [58963448.2, 0.5, -0.1]  [25282945.3, 0.4, -0.1]   [42445830.0, 0.3, 0.1]   [20644689.5, 0.2, 0.0]
2020-11-27  [50502395.8, 0.6, -0.1]  [25440513.6, 0.4, -0.1]   [41515445.0, 0.3, 0.1]   [19031936.0, 0.2, 0.1]
2020-11-30   [47526640.1, 0.5, 0.0]  [25201545.4, 0.4, -0.1]   [43241752.1, 0.3, 0.1]   [19711667.1, 0.2, 0.1]
2020-12-01   [45637121.3, 0.5, 0.0]  [27218230.8, 0.3, -0.1]   [42945532.4, 0.3, 0.1]   [19645502.8, 0.2, 0.1]
2020-12-02   [44654775.1, 0.5, 0.1]  [26758657.8, 0.3, -0.1]   [42792908.7, 0.3, 0.1]   [19230718.2, 0.2, 0.1]
2020-12-03   [42780390.1, 0.5, 0.1]  [26554162.2, 0.3, -0.1]   [42798628.7, 0.3, 0.1]   [19005399.2, 0.2, 0.1]
2020-12-04   [40905709.1, 0.5, 0.1]  [26264851.1, 0.3, -0.1]   [43524046.2, 0.3, 0.1]   [19926084.6, 0.2, 0.1]
2020-12-07   [38870646.4, 0.5, 0.1]  [25904783.7, 0.3, -0.1]   [43410474.6, 0.3, 0.1]   [19959173.0, 0.2, 0.1]
2020-12-08   [36861607.9, 0.5, 0.1]  [25682430.1, 0.3, -0.1]   [39268174.3, 0.3, 0.2]   [19913275.5, 0.2, 0.1]
2020-12-09   [36062146.4, 0.5, 0.1]  [25288339.4, 0.4, -0.1]   [39037931.4, 0.3, 0.2]   [19925855.4, 0.2, 0.1]
2020-12-10   [34895474.3, 0.5, 0.1]  [24904629.5, 0.4, -0.1]   [37445825.1, 0.3, 0.2]   [20335629.2, 0.2, 0.1]
2020-12-11   [33881719.9, 0.5, 0.2]  [23639157.1, 0.3, -0.0]   [38318384.3, 0.3, 0.2]   [20237717.5, 0.2, 0.1]
2020-12-14   [30757248.6, 0.5, 0.2]  [24315277.9, 0.3, -0.0]   [38093255.0, 0.3, 0.2]   [20304108.0, 0.2, 0.1]
2020-12-15   [34351812.0, 0.5, 0.1]  [23265361.0, 0.3, -0.0]   [39474485.0, 0.3, 0.2]   [20167853.9, 0.2, 0.1]
2020-12-16   [32641618.6, 0.5, 0.1]  [23114460.4, 0.3, -0.0]   [40423488.7, 0.3, 0.2]   [20495038.9, 0.2, 0.1]
2020-12-17   [33542768.7, 0.5, 0.1]  [23151039.0, 0.3, -0.0]   [41112403.7, 0.3, 0.2]   [20545216.0, 0.2, 0.1]
2020-12-18   [32205673.3, 0.5, 0.1]  [23327951.3, 0.3, -0.0]   [41712298.2, 0.3, 0.2]   [19450834.0, 0.2, 0.1]
2020-12-21   [34098105.3, 0.5, 0.2]  [24281148.8, 0.3, -0.0]   [42101745.7, 0.3, 0.2]   [19261736.2, 0.2, 0.1]
2020-12-22   [34340101.9, 0.4, 0.2]  [25845808.7, 0.3, -0.0]   [43808908.1, 0.3, 0.2]   [18548703.7, 0.2, 0.1]
2020-12-23   [33355874.6, 0.5, 0.1]  [27350999.2, 0.3, -0.1]   [43862774.1, 0.3, 0.2]   [17983158.7, 0.2, 0.1]
2020-12-24   [30707850.0, 0.5, 0.1]  [26893269.7, 0.3, -0.1]   [44677578.1, 0.3, 0.2]   [17869749.1, 0.2, 0.1]
2020-12-28   [26955511.8, 0.5, 0.2]  [24827809.1, 0.3, -0.1]   [41080281.3, 0.3, 0.2]   [17247854.1, 0.2, 0.1]
2020-12-29   [35278812.4, 0.5, 0.1]  [25331278.1, 0.3, -0.1]   [41530832.8, 0.3, 0.2]   [17220464.1, 0.2, 0.1]
2020-12-30   [35382252.8, 0.5, 0.1]  [24984909.7, 0.3, -0.0]   [40584796.9, 0.3, 0.2]   [16108256.6, 0.3, 0.1]

for year in [2019,2020]:
    tx = pd.concat(squared_error[str(year)+" MSE"],axis=1)
    for ticker in tickers_list:
        colnames= [col for col in tx.columns if ticker in col]
        tx_ = tx[colnames].copy()
        tx_.columns = ['10-day window','30-day window','60-day window']
        ty = tx_.copy()
        tx_ = tx_.groupby(pd.Grouper(freq='M')).mean()
        tx_ = tx_.rename(index=lambda x: x.strftime('%B'))
        tx_.plot(kind='bar',title=ticker+": Mean-squared error by month in "+str(year), figsize=(6,3))
        
        holidays_list_ = pd.to_datetime(banking_holidays)
        ty_holidays = ty.loc[ty.index.isin(holidays_list_)]
        ty_working = ty[~ty.index.isin(holidays_list_)]
        holidays = ty_holidays.mean(axis=0).to_frame()
        holidays.columns = ['Holidays']
        working = ty_working.mean(axis=0).to_frame()
        working.columns = ['Business Days']
        pd.concat([holidays,working],axis=1).T.plot(kind='barh',title=ticker+": Mean-squared error by business-days & holidays in "+str(year), figsize=(6,3))

Do you think models of higher lag would be necessary? Why?

Yes, it is possible to employ autoregressive (AR) models with higher lags to predict stock volumes (as show in ACF plots). AR models are a type of time series model that use past values of a time series to predict its future values. By using higher lags, an AR model can incorporate more information about past values of the time series, which can help to improve the accuracy of its predictions. However, it is important to carefully choose the lags to use in an AR model, as using too many lags can result in overfitting, which can lead to poor predictions. Additionally, the choice of lags will depend on the specific characteristics of the time series being modeled, so it is important to consider the underlying patterns and trends in the data when selecting the lags to use in an AR model.

Do you observe any patterns which 𝑁 works best? Do you see any difference across different stocks? According to the results obtained - MSE charts, we can say that 30-day window will be better for AR(1) & AR(2) model.

Repeat mean square error analysis above and comment on your findings with regard to ordinary business days vs. holidays as well as the distributional shift in 2020.

For business days & holidays, nothing can be conclusively said about the trends as there are increases and decreases varying for stocks for different years. Same could be said about the MSE due to distribution shift due in 2020.

4. (30 pts) Propose a method to improve volume prediction for banking holidays - you might need to use data for 2016, 2017 and 2018 (and, perhaps, even earlier) for that. Repeat the mean square error analysis and justify why the method that you are proposing is superior to the above.

One possible method for improving volume prediction for a banking holiday would be to incorporate information about the holiday into the model. This could include data on the historical effects of similar holidays on stock volumes, as well as information about the specific economic and market conditions that are likely to impact stock volumes during the holiday. By incorporating this information into the model, the model would be able to better account for the effects of the holiday and make more accurate predictions about stock volumes. Additionally, the model could be trained using advanced machine learning techniques, such as deep learning, which can automatically learn complex patterns and relationships from large amounts of data. This could further improve the model's ability to account for the effects of the holiday and to make more accurate predictions.

5. (10 bonus points) Use neural networks to improve daily volume forecast above. Training neural networks can be expensive, therefore, for the purpose of current exercise, we might not need to consider the entire two-year time period - pick a month or two and focus on improving forecast over classic time series models for that time period. When presenting your results, elaborate on the neural network architecture used, training data (eg., the choice of the size of training data), training details (hyperparameters used, etc), training loss, etc. Visualizations will be helpful. Were you able to "beat" the benchmark in prior exercise in terms of prediction error?